31 skills found · Page 1 of 2
GREAT-WHU / DBA Fusion[RA-L 2024] Fusing deep dense bundle adjustment (DBA) with multi-sensor factor graph optimization.
KTH-RPL / Neural Graph MappingNeural Graph Map: Dense Mapping with Efficient Loop Closure Integration
MiviaLab / Vf3libVF3 Algorithm - The fastest algorithm to solve subgraph isomorphism on large and dense graphs
Cartus / DCGCNDensely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)
mbasa / PgrServerRouting service that uses pgRouting topologies and is loaded to a JGraphT graph for fast searches even with very dense networks such as OpenStreetMap (OSM) dataset.
proroklab / LagatGraph Attention-Guided Search for Dense Multi-Agent Pathfinding (AAAI-26)
sayantann11 / Clustering Modelsfor MLlustering in Machine Learning Introduction to Clustering It is basically a type of unsupervised learning method . An unsupervised learning method is a method in which we draw references from datasets consisting of input data without labelled responses. Generally, it is used as a process to find meaningful structure, explanatory underlying processes, generative features, and groupings inherent in a set of examples. Clustering is the task of dividing the population or data points into a number of groups such that data points in the same groups are more similar to other data points in the same group and dissimilar to the data points in other groups. It is basically a collection of objects on the basis of similarity and dissimilarity between them. For ex– The data points in the graph below clustered together can be classified into one single group. We can distinguish the clusters, and we can identify that there are 3 clusters in the below picture. It is not necessary for clusters to be a spherical. Such as : DBSCAN: Density-based Spatial Clustering of Applications with Noise These data points are clustered by using the basic concept that the data point lies within the given constraint from the cluster centre. Various distance methods and techniques are used for calculation of the outliers. Why Clustering ? Clustering is very much important as it determines the intrinsic grouping among the unlabeled data present. There are no criteria for a good clustering. It depends on the user, what is the criteria they may use which satisfy their need. For instance, we could be interested in finding representatives for homogeneous groups (data reduction), in finding “natural clusters” and describe their unknown properties (“natural” data types), in finding useful and suitable groupings (“useful” data classes) or in finding unusual data objects (outlier detection). This algorithm must make some assumptions which constitute the similarity of points and each assumption make different and equally valid clusters. Clustering Methods : Density-Based Methods : These methods consider the clusters as the dense region having some similarity and different from the lower dense region of the space. These methods have good accuracy and ability to merge two clusters.Example DBSCAN (Density-Based Spatial Clustering of Applications with Noise) , OPTICS (Ordering Points to Identify Clustering Structure) etc. Hierarchical Based Methods : The clusters formed in this method forms a tree-type structure based on the hierarchy. New clusters are formed using the previously formed one. It is divided into two category Agglomerative (bottom up approach) Divisive (top down approach) examples CURE (Clustering Using Representatives), BIRCH (Balanced Iterative Reducing Clustering and using Hierarchies) etc. Partitioning Methods : These methods partition the objects into k clusters and each partition forms one cluster. This method is used to optimize an objective criterion similarity function such as when the distance is a major parameter example K-means, CLARANS (Clustering Large Applications based upon Randomized Search) etc. Grid-based Methods : In this method the data space is formulated into a finite number of cells that form a grid-like structure. All the clustering operation done on these grids are fast and independent of the number of data objects example STING (Statistical Information Grid), wave cluster, CLIQUE (CLustering In Quest) etc. Clustering Algorithms : K-means clustering algorithm – It is the simplest unsupervised learning algorithm that solves clustering problem.K-means algorithm partition n observations into k clusters where each observation belongs to the cluster with the nearest mean serving as a prototype of the cluster . Applications of Clustering in different fields Marketing : It can be used to characterize & discover customer segments for marketing purposes. Biology : It can be used for classification among different species of plants and animals. Libraries : It is used in clustering different books on the basis of topics and information. Insurance : It is used to acknowledge the customers, their policies and identifying the frauds. City Planning: It is used to make groups of houses and to study their values based on their geographical locations and other factors present. Earthquake studies: By learning the earthquake-affected areas we can determine the dangerous zones. References : Wiki Hierarchical clustering Ijarcs matteucc analyticsvidhya knowm
maastrichtlawtech / Gdsr🕸️ A graph-augmented dense statute retriever. (EACL 2023)
MaxHaro / ProofVizTransforms dense mathematical proofs into clear, interactive logical graphs. Paste a proof to see its structure visualized. ProofViz helps demystify the flow of complex arguments for students and mathematicians.
giannisnik / K Clique Graphs Dense SubgraphsNo description available
RuyiLian / CheckerPoseThe implementation of the paper 'CheckerPose: Progressive Dense Keypoint Localization for Object Pose Estimation with Graph Neural Network' (ICCV2023).
mike-liuliu / Algorithm 4Source code of the paper "An efficient implementation for solving the all pairs minimax path problem in an undirected dense graph."
gccheng / ActiongraphAction recognition based on action graph, which describes the spatio-temporal relationship between dense trajectory clusters. The program consists of three parts: 1) Dense trajectory extraction based on Wang Heng's CVPR paper; 2) Action graph construction; 3) Video classification based on action recognition.
sammthomson / ChuLiuEdmondsTarjan's implementation of the Chu-Liu-Edmonds algorithm for finding min/max spanning trees of dense graphs.
liuwenfeng93 / LPD GCNLocality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations
questionmark1122 / Cnn10#!bash # # bash completion support for core Git. # # Copyright (C) 2006,2007 Shawn O. Pearce <spearce@spearce.org> # Conceptually based on gitcompletion (http://gitweb.hawaga.org.uk/). # Distributed under the GNU General Public License, version 2.0. # # The contained completion routines provide support for completing: # # *) local and remote branch names # *) local and remote tag names # *) .git/remotes file names # *) git 'subcommands' # *) tree paths within 'ref:path/to/file' expressions # *) common --long-options # # To use these routines: # # 1) Copy this file to somewhere (e.g. ~/.git-completion.sh). # 2) Added the following line to your .bashrc: # source ~/.git-completion.sh # # 3) Consider changing your PS1 to also show the current branch: # PS1='[\u@\h \W$(__git_ps1 " (%s)")]\$ ' # # The argument to __git_ps1 will be displayed only if you # are currently in a git repository. The %s token will be # the name of the current branch. # # In addition, if you set GIT_PS1_SHOWDIRTYSTATE to a nonempty # value, unstaged (*) and staged (+) changes will be shown next # to the branch name. You can configure this per-repository # with the bash.showDirtyState variable, which defaults to true # once GIT_PS1_SHOWDIRTYSTATE is enabled. # # You can also see if currently something is stashed, by setting # GIT_PS1_SHOWSTASHSTATE to a nonempty value. If something is stashed, # then a '$' will be shown next to the branch name. # # If you would like to see if there're untracked files, then you can # set GIT_PS1_SHOWUNTRACKEDFILES to a nonempty value. If there're # untracked files, then a '%' will be shown next to the branch name. # # If you would like to see the difference between HEAD and its # upstream, set GIT_PS1_SHOWUPSTREAM="auto". A "<" indicates # you are behind, ">" indicates you are ahead, and "<>" # indicates you have diverged. You can further control # behaviour by setting GIT_PS1_SHOWUPSTREAM to a space-separated # list of values: # verbose show number of commits ahead/behind (+/-) upstream # legacy don't use the '--count' option available in recent # versions of git-rev-list # git always compare HEAD to @{upstream} # svn always compare HEAD to your SVN upstream # By default, __git_ps1 will compare HEAD to your SVN upstream # if it can find one, or @{upstream} otherwise. Once you have # set GIT_PS1_SHOWUPSTREAM, you can override it on a # per-repository basis by setting the bash.showUpstream config # variable. # # # To submit patches: # # *) Read Documentation/SubmittingPatches # *) Send all patches to the current maintainer: # # "Shawn O. Pearce" <spearce@spearce.org> # # *) Always CC the Git mailing list: # # git@vger.kernel.org # case "$COMP_WORDBREAKS" in *:*) : great ;; *) COMP_WORDBREAKS="$COMP_WORDBREAKS:" esac # __gitdir accepts 0 or 1 arguments (i.e., location) # returns location of .git repo __gitdir () { if [ -z "${1-}" ]; then if [ -n "${__git_dir-}" ]; then echo "$__git_dir" elif [ -d .git ]; then echo .git else git rev-parse --git-dir 2>/dev/null fi elif [ -d "$1/.git" ]; then echo "$1/.git" else echo "$1" fi } # stores the divergence from upstream in $p # used by GIT_PS1_SHOWUPSTREAM __git_ps1_show_upstream () { local key value local svn_remote=() svn_url_pattern count n local upstream=git legacy="" verbose="" # get some config options from git-config while read key value; do case "$key" in bash.showupstream) GIT_PS1_SHOWUPSTREAM="$value" if [[ -z "${GIT_PS1_SHOWUPSTREAM}" ]]; then p="" return fi ;; svn-remote.*.url) svn_remote[ $((${#svn_remote[@]} + 1)) ]="$value" svn_url_pattern+="\\|$value" upstream=svn+git # default upstream is SVN if available, else git ;; esac done < <(git config -z --get-regexp '^(svn-remote\..*\.url|bash\.showupstream)$' 2>/dev/null | tr '\0\n' '\n ') # parse configuration values for option in ${GIT_PS1_SHOWUPSTREAM}; do case "$option" in git|svn) upstream="$option" ;; verbose) verbose=1 ;; legacy) legacy=1 ;; esac done # Find our upstream case "$upstream" in git) upstream="@{upstream}" ;; svn*) # get the upstream from the "git-svn-id: ..." in a commit message # (git-svn uses essentially the same procedure internally) local svn_upstream=($(git log --first-parent -1 \ --grep="^git-svn-id: \(${svn_url_pattern:2}\)" 2>/dev/null)) if [[ 0 -ne ${#svn_upstream[@]} ]]; then svn_upstream=${svn_upstream[ ${#svn_upstream[@]} - 2 ]} svn_upstream=${svn_upstream%@*} for ((n=1; "$n" <= "${#svn_remote[@]}"; ++n)); do svn_upstream=${svn_upstream#${svn_remote[$n]}} done if [[ -z "$svn_upstream" ]]; then # default branch name for checkouts with no layout: upstream=${GIT_SVN_ID:-git-svn} else upstream=${svn_upstream#/} fi elif [[ "svn+git" = "$upstream" ]]; then upstream="@{upstream}" fi ;; esac # Find how many commits we are ahead/behind our upstream if [[ -z "$legacy" ]]; then count="$(git rev-list --count --left-right \ "$upstream"...HEAD 2>/dev/null)" else # produce equivalent output to --count for older versions of git local commits if commits="$(git rev-list --left-right "$upstream"...HEAD 2>/dev/null)" then local commit behind=0 ahead=0 for commit in $commits do case "$commit" in "<"*) let ++behind ;; *) let ++ahead ;; esac done count="$behind $ahead" else count="" fi fi # calculate the result if [[ -z "$verbose" ]]; then case "$count" in "") # no upstream p="" ;; "0 0") # equal to upstream p="=" ;; "0 "*) # ahead of upstream p=">" ;; *" 0") # behind upstream p="<" ;; *) # diverged from upstream p="<>" ;; esac else case "$count" in "") # no upstream p="" ;; "0 0") # equal to upstream p=" u=" ;; "0 "*) # ahead of upstream p=" u+${count#0 }" ;; *" 0") # behind upstream p=" u-${count% 0}" ;; *) # diverged from upstream p=" u+${count#* }-${count% *}" ;; esac fi } # __git_ps1 accepts 0 or 1 arguments (i.e., format string) # returns text to add to bash PS1 prompt (includes branch name) __git_ps1 () { local g="$(__gitdir)" if [ -n "$g" ]; then local r="" local b="" if [ -f "$g/rebase-merge/interactive" ]; then r="|REBASE-i" b="$(cat "$g/rebase-merge/head-name")" elif [ -d "$g/rebase-merge" ]; then r="|REBASE-m" b="$(cat "$g/rebase-merge/head-name")" else if [ -d "$g/rebase-apply" ]; then if [ -f "$g/rebase-apply/rebasing" ]; then r="|REBASE" elif [ -f "$g/rebase-apply/applying" ]; then r="|AM" else r="|AM/REBASE" fi elif [ -f "$g/MERGE_HEAD" ]; then r="|MERGING" elif [ -f "$g/BISECT_LOG" ]; then r="|BISECTING" fi b="$(git symbolic-ref HEAD 2>/dev/null)" || { b="$( case "${GIT_PS1_DESCRIBE_STYLE-}" in (contains) git describe --contains HEAD ;; (branch) git describe --contains --all HEAD ;; (describe) git describe HEAD ;; (* | default) git describe --exact-match HEAD ;; esac 2>/dev/null)" || b="$(cut -c1-7 "$g/HEAD" 2>/dev/null)..." || b="unknown" b="($b)" } fi local w="" local i="" local s="" local u="" local c="" local p="" if [ "true" = "$(git rev-parse --is-inside-git-dir 2>/dev/null)" ]; then if [ "true" = "$(git rev-parse --is-bare-repository 2>/dev/null)" ]; then c="BARE:" else b="GIT_DIR!" fi elif [ "true" = "$(git rev-parse --is-inside-work-tree 2>/dev/null)" ]; then if [ -n "${GIT_PS1_SHOWDIRTYSTATE-}" ]; then if [ "$(git config --bool bash.showDirtyState)" != "false" ]; then git diff --no-ext-diff --quiet --exit-code || w="*" if git rev-parse --quiet --verify HEAD >/dev/null; then git diff-index --cached --quiet HEAD -- || i="+" else i="#" fi fi fi if [ -n "${GIT_PS1_SHOWSTASHSTATE-}" ]; then git rev-parse --verify refs/stash >/dev/null 2>&1 && s="$" fi if [ -n "${GIT_PS1_SHOWUNTRACKEDFILES-}" ]; then if [ -n "$(git ls-files --others --exclude-standard)" ]; then u="%" fi fi if [ -n "${GIT_PS1_SHOWUPSTREAM-}" ]; then __git_ps1_show_upstream fi fi local f="$w$i$s$u" printf "${1:- (%s)}" "$c${b##refs/heads/}${f:+ $f}$r$p" fi } # __gitcomp_1 requires 2 arguments __gitcomp_1 () { local c IFS=' '$'\t'$'\n' for c in $1; do case "$c$2" in --*=*) printf %s$'\n' "$c$2" ;; *.) printf %s$'\n' "$c$2" ;; *) printf %s$'\n' "$c$2 " ;; esac done } # __gitcomp accepts 1, 2, 3, or 4 arguments # generates completion reply with compgen __gitcomp () { local cur="${COMP_WORDS[COMP_CWORD]}" if [ $# -gt 2 ]; then cur="$3" fi case "$cur" in --*=) COMPREPLY=() ;; *) local IFS=$'\n' COMPREPLY=($(compgen -P "${2-}" \ -W "$(__gitcomp_1 "${1-}" "${4-}")" \ -- "$cur")) ;; esac } # __git_heads accepts 0 or 1 arguments (to pass to __gitdir) __git_heads () { local cmd i is_hash=y dir="$(__gitdir "${1-}")" if [ -d "$dir" ]; then git --git-dir="$dir" for-each-ref --format='%(refname:short)' \ refs/heads return fi for i in $(git ls-remote "${1-}" 2>/dev/null); do case "$is_hash,$i" in y,*) is_hash=n ;; n,*^{}) is_hash=y ;; n,refs/heads/*) is_hash=y; echo "${i#refs/heads/}" ;; n,*) is_hash=y; echo "$i" ;; esac done } # __git_tags accepts 0 or 1 arguments (to pass to __gitdir) __git_tags () { local cmd i is_hash=y dir="$(__gitdir "${1-}")" if [ -d "$dir" ]; then git --git-dir="$dir" for-each-ref --format='%(refname:short)' \ refs/tags return fi for i in $(git ls-remote "${1-}" 2>/dev/null); do case "$is_hash,$i" in y,*) is_hash=n ;; n,*^{}) is_hash=y ;; n,refs/tags/*) is_hash=y; echo "${i#refs/tags/}" ;; n,*) is_hash=y; echo "$i" ;; esac done } # __git_refs accepts 0 or 1 arguments (to pass to __gitdir) __git_refs () { local i is_hash=y dir="$(__gitdir "${1-}")" local cur="${COMP_WORDS[COMP_CWORD]}" format refs if [ -d "$dir" ]; then case "$cur" in refs|refs/*) format="refname" refs="${cur%/*}" ;; *) for i in HEAD FETCH_HEAD ORIG_HEAD MERGE_HEAD; do if [ -e "$dir/$i" ]; then echo $i; fi done format="refname:short" refs="refs/tags refs/heads refs/remotes" ;; esac git --git-dir="$dir" for-each-ref --format="%($format)" \ $refs return fi for i in $(git ls-remote "$dir" 2>/dev/null); do case "$is_hash,$i" in y,*) is_hash=n ;; n,*^{}) is_hash=y ;; n,refs/tags/*) is_hash=y; echo "${i#refs/tags/}" ;; n,refs/heads/*) is_hash=y; echo "${i#refs/heads/}" ;; n,refs/remotes/*) is_hash=y; echo "${i#refs/remotes/}" ;; n,*) is_hash=y; echo "$i" ;; esac done } # __git_refs2 requires 1 argument (to pass to __git_refs) __git_refs2 () { local i for i in $(__git_refs "$1"); do echo "$i:$i" done } # __git_refs_remotes requires 1 argument (to pass to ls-remote) __git_refs_remotes () { local cmd i is_hash=y for i in $(git ls-remote "$1" 2>/dev/null); do case "$is_hash,$i" in n,refs/heads/*) is_hash=y echo "$i:refs/remotes/$1/${i#refs/heads/}" ;; y,*) is_hash=n ;; n,*^{}) is_hash=y ;; n,refs/tags/*) is_hash=y;; n,*) is_hash=y; ;; esac done } __git_remotes () { local i ngoff IFS=$'\n' d="$(__gitdir)" shopt -q nullglob || ngoff=1 shopt -s nullglob for i in "$d/remotes"/*; do echo ${i#$d/remotes/} done [ "$ngoff" ] && shopt -u nullglob for i in $(git --git-dir="$d" config --get-regexp 'remote\..*\.url' 2>/dev/null); do i="${i#remote.}" echo "${i/.url*/}" done } __git_list_merge_strategies () { git merge -s help 2>&1 | sed -n -e '/[Aa]vailable strategies are: /,/^$/{ s/\.$// s/.*:// s/^[ ]*// s/[ ]*$// p }' } __git_merge_strategies= # 'git merge -s help' (and thus detection of the merge strategy # list) fails, unfortunately, if run outside of any git working # tree. __git_merge_strategies is set to the empty string in # that case, and the detection will be repeated the next time it # is needed. __git_compute_merge_strategies () { : ${__git_merge_strategies:=$(__git_list_merge_strategies)} } __git_complete_file () { local pfx ls ref cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in ?*:*) ref="${cur%%:*}" cur="${cur#*:}" case "$cur" in ?*/*) pfx="${cur%/*}" cur="${cur##*/}" ls="$ref:$pfx" pfx="$pfx/" ;; *) ls="$ref" ;; esac case "$COMP_WORDBREAKS" in *:*) : great ;; *) pfx="$ref:$pfx" ;; esac local IFS=$'\n' COMPREPLY=($(compgen -P "$pfx" \ -W "$(git --git-dir="$(__gitdir)" ls-tree "$ls" \ | sed '/^100... blob /{ s,^.* ,, s,$, , } /^120000 blob /{ s,^.* ,, s,$, , } /^040000 tree /{ s,^.* ,, s,$,/, } s/^.* //')" \ -- "$cur")) ;; *) __gitcomp "$(__git_refs)" ;; esac } __git_complete_revlist () { local pfx cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in *...*) pfx="${cur%...*}..." cur="${cur#*...}" __gitcomp "$(__git_refs)" "$pfx" "$cur" ;; *..*) pfx="${cur%..*}.." cur="${cur#*..}" __gitcomp "$(__git_refs)" "$pfx" "$cur" ;; *) __gitcomp "$(__git_refs)" ;; esac } __git_complete_remote_or_refspec () { local cmd="${COMP_WORDS[1]}" local cur="${COMP_WORDS[COMP_CWORD]}" local i c=2 remote="" pfx="" lhs=1 no_complete_refspec=0 while [ $c -lt $COMP_CWORD ]; do i="${COMP_WORDS[c]}" case "$i" in --mirror) [ "$cmd" = "push" ] && no_complete_refspec=1 ;; --all) case "$cmd" in push) no_complete_refspec=1 ;; fetch) COMPREPLY=() return ;; *) ;; esac ;; -*) ;; *) remote="$i"; break ;; esac c=$((++c)) done if [ -z "$remote" ]; then __gitcomp "$(__git_remotes)" return fi if [ $no_complete_refspec = 1 ]; then COMPREPLY=() return fi [ "$remote" = "." ] && remote= case "$cur" in *:*) case "$COMP_WORDBREAKS" in *:*) : great ;; *) pfx="${cur%%:*}:" ;; esac cur="${cur#*:}" lhs=0 ;; +*) pfx="+" cur="${cur#+}" ;; esac case "$cmd" in fetch) if [ $lhs = 1 ]; then __gitcomp "$(__git_refs2 "$remote")" "$pfx" "$cur" else __gitcomp "$(__git_refs)" "$pfx" "$cur" fi ;; pull) if [ $lhs = 1 ]; then __gitcomp "$(__git_refs "$remote")" "$pfx" "$cur" else __gitcomp "$(__git_refs)" "$pfx" "$cur" fi ;; push) if [ $lhs = 1 ]; then __gitcomp "$(__git_refs)" "$pfx" "$cur" else __gitcomp "$(__git_refs "$remote")" "$pfx" "$cur" fi ;; esac } __git_complete_strategy () { __git_compute_merge_strategies case "${COMP_WORDS[COMP_CWORD-1]}" in -s|--strategy) __gitcomp "$__git_merge_strategies" return 0 esac local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --strategy=*) __gitcomp "$__git_merge_strategies" "" "${cur##--strategy=}" return 0 ;; esac return 1 } __git_list_all_commands () { local i IFS=" "$'\n' for i in $(git help -a|egrep '^ [a-zA-Z0-9]') do case $i in *--*) : helper pattern;; *) echo $i;; esac done } __git_all_commands= __git_compute_all_commands () { : ${__git_all_commands:=$(__git_list_all_commands)} } __git_list_porcelain_commands () { local i IFS=" "$'\n' __git_compute_all_commands for i in "help" $__git_all_commands do case $i in *--*) : helper pattern;; applymbox) : ask gittus;; applypatch) : ask gittus;; archimport) : import;; cat-file) : plumbing;; check-attr) : plumbing;; check-ref-format) : plumbing;; checkout-index) : plumbing;; commit-tree) : plumbing;; count-objects) : infrequent;; cvsexportcommit) : export;; cvsimport) : import;; cvsserver) : daemon;; daemon) : daemon;; diff-files) : plumbing;; diff-index) : plumbing;; diff-tree) : plumbing;; fast-import) : import;; fast-export) : export;; fsck-objects) : plumbing;; fetch-pack) : plumbing;; fmt-merge-msg) : plumbing;; for-each-ref) : plumbing;; hash-object) : plumbing;; http-*) : transport;; index-pack) : plumbing;; init-db) : deprecated;; local-fetch) : plumbing;; lost-found) : infrequent;; ls-files) : plumbing;; ls-remote) : plumbing;; ls-tree) : plumbing;; mailinfo) : plumbing;; mailsplit) : plumbing;; merge-*) : plumbing;; mktree) : plumbing;; mktag) : plumbing;; pack-objects) : plumbing;; pack-redundant) : plumbing;; pack-refs) : plumbing;; parse-remote) : plumbing;; patch-id) : plumbing;; peek-remote) : plumbing;; prune) : plumbing;; prune-packed) : plumbing;; quiltimport) : import;; read-tree) : plumbing;; receive-pack) : plumbing;; reflog) : plumbing;; remote-*) : transport;; repo-config) : deprecated;; rerere) : plumbing;; rev-list) : plumbing;; rev-parse) : plumbing;; runstatus) : plumbing;; sh-setup) : internal;; shell) : daemon;; show-ref) : plumbing;; send-pack) : plumbing;; show-index) : plumbing;; ssh-*) : transport;; stripspace) : plumbing;; symbolic-ref) : plumbing;; tar-tree) : deprecated;; unpack-file) : plumbing;; unpack-objects) : plumbing;; update-index) : plumbing;; update-ref) : plumbing;; update-server-info) : daemon;; upload-archive) : plumbing;; upload-pack) : plumbing;; write-tree) : plumbing;; var) : infrequent;; verify-pack) : infrequent;; verify-tag) : plumbing;; *) echo $i;; esac done } __git_porcelain_commands= __git_compute_porcelain_commands () { __git_compute_all_commands : ${__git_porcelain_commands:=$(__git_list_porcelain_commands)} } __git_aliases () { local i IFS=$'\n' for i in $(git --git-dir="$(__gitdir)" config --get-regexp "alias\..*" 2>/dev/null); do case "$i" in alias.*) i="${i#alias.}" echo "${i/ */}" ;; esac done } # __git_aliased_command requires 1 argument __git_aliased_command () { local word cmdline=$(git --git-dir="$(__gitdir)" \ config --get "alias.$1") for word in $cmdline; do case "$word" in \!gitk|gitk) echo "gitk" return ;; \!*) : shell command alias ;; -*) : option ;; *=*) : setting env ;; git) : git itself ;; *) echo "$word" return esac done } # __git_find_on_cmdline requires 1 argument __git_find_on_cmdline () { local word subcommand c=1 while [ $c -lt $COMP_CWORD ]; do word="${COMP_WORDS[c]}" for subcommand in $1; do if [ "$subcommand" = "$word" ]; then echo "$subcommand" return fi done c=$((++c)) done } __git_has_doubledash () { local c=1 while [ $c -lt $COMP_CWORD ]; do if [ "--" = "${COMP_WORDS[c]}" ]; then return 0 fi c=$((++c)) done return 1 } __git_whitespacelist="nowarn warn error error-all fix" _git_am () { local cur="${COMP_WORDS[COMP_CWORD]}" dir="$(__gitdir)" if [ -d "$dir"/rebase-apply ]; then __gitcomp "--skip --continue --resolved --abort" return fi case "$cur" in --whitespace=*) __gitcomp "$__git_whitespacelist" "" "${cur##--whitespace=}" return ;; --*) __gitcomp " --3way --committer-date-is-author-date --ignore-date --ignore-whitespace --ignore-space-change --interactive --keep --no-utf8 --signoff --utf8 --whitespace= --scissors " return esac COMPREPLY=() } _git_apply () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --whitespace=*) __gitcomp "$__git_whitespacelist" "" "${cur##--whitespace=}" return ;; --*) __gitcomp " --stat --numstat --summary --check --index --cached --index-info --reverse --reject --unidiff-zero --apply --no-add --exclude= --ignore-whitespace --ignore-space-change --whitespace= --inaccurate-eof --verbose " return esac COMPREPLY=() } _git_add () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --interactive --refresh --patch --update --dry-run --ignore-errors --intent-to-add " return esac COMPREPLY=() } _git_archive () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --format=*) __gitcomp "$(git archive --list)" "" "${cur##--format=}" return ;; --remote=*) __gitcomp "$(__git_remotes)" "" "${cur##--remote=}" return ;; --*) __gitcomp " --format= --list --verbose --prefix= --remote= --exec= " return ;; esac __git_complete_file } _git_bisect () { __git_has_doubledash && return local subcommands="start bad good skip reset visualize replay log run" local subcommand="$(__git_find_on_cmdline "$subcommands")" if [ -z "$subcommand" ]; then __gitcomp "$subcommands" return fi case "$subcommand" in bad|good|reset|skip) __gitcomp "$(__git_refs)" ;; *) COMPREPLY=() ;; esac } _git_branch () { local i c=1 only_local_ref="n" has_r="n" while [ $c -lt $COMP_CWORD ]; do i="${COMP_WORDS[c]}" case "$i" in -d|-m) only_local_ref="y" ;; -r) has_r="y" ;; esac c=$((++c)) done case "${COMP_WORDS[COMP_CWORD]}" in --*) __gitcomp " --color --no-color --verbose --abbrev= --no-abbrev --track --no-track --contains --merged --no-merged --set-upstream " ;; *) if [ $only_local_ref = "y" -a $has_r = "n" ]; then __gitcomp "$(__git_heads)" else __gitcomp "$(__git_refs)" fi ;; esac } _git_bundle () { local cmd="${COMP_WORDS[2]}" case "$COMP_CWORD" in 2) __gitcomp "create list-heads verify unbundle" ;; 3) # looking for a file ;; *) case "$cmd" in create) __git_complete_revlist ;; esac ;; esac } _git_checkout () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --conflict=*) __gitcomp "diff3 merge" "" "${cur##--conflict=}" ;; --*) __gitcomp " --quiet --ours --theirs --track --no-track --merge --conflict= --orphan --patch " ;; *) __gitcomp "$(__git_refs)" ;; esac } _git_cherry () { __gitcomp "$(__git_refs)" } _git_cherry_pick () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--edit --no-commit" ;; *) __gitcomp "$(__git_refs)" ;; esac } _git_clean () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--dry-run --quiet" return ;; esac COMPREPLY=() } _git_clone () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --local --no-hardlinks --shared --reference --quiet --no-checkout --bare --mirror --origin --upload-pack --template= --depth " return ;; esac COMPREPLY=() } _git_commit () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --cleanup=*) __gitcomp "default strip verbatim whitespace " "" "${cur##--cleanup=}" return ;; --reuse-message=*) __gitcomp "$(__git_refs)" "" "${cur##--reuse-message=}" return ;; --reedit-message=*) __gitcomp "$(__git_refs)" "" "${cur##--reedit-message=}" return ;; --untracked-files=*) __gitcomp "all no normal" "" "${cur##--untracked-files=}" return ;; --*) __gitcomp " --all --author= --signoff --verify --no-verify --edit --amend --include --only --interactive --dry-run --reuse-message= --reedit-message= --reset-author --file= --message= --template= --cleanup= --untracked-files --untracked-files= --verbose --quiet " return esac COMPREPLY=() } _git_describe () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --all --tags --contains --abbrev= --candidates= --exact-match --debug --long --match --always " return esac __gitcomp "$(__git_refs)" } __git_diff_common_options="--stat --numstat --shortstat --summary --patch-with-stat --name-only --name-status --color --no-color --color-words --no-renames --check --full-index --binary --abbrev --diff-filter= --find-copies-harder --text --ignore-space-at-eol --ignore-space-change --ignore-all-space --exit-code --quiet --ext-diff --no-ext-diff --no-prefix --src-prefix= --dst-prefix= --inter-hunk-context= --patience --raw --dirstat --dirstat= --dirstat-by-file --dirstat-by-file= --cumulative " _git_diff () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--cached --staged --pickaxe-all --pickaxe-regex --base --ours --theirs $__git_diff_common_options " return ;; esac __git_complete_file } __git_mergetools_common="diffuse ecmerge emerge kdiff3 meld opendiff tkdiff vimdiff gvimdiff xxdiff araxis p4merge " _git_difftool () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --tool=*) __gitcomp "$__git_mergetools_common kompare" "" "${cur##--tool=}" return ;; --*) __gitcomp "--cached --staged --pickaxe-all --pickaxe-regex --base --ours --theirs --no-renames --diff-filter= --find-copies-harder --relative --ignore-submodules --tool=" return ;; esac __git_complete_file } __git_fetch_options=" --quiet --verbose --append --upload-pack --force --keep --depth= --tags --no-tags --all --prune --dry-run " _git_fetch () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "$__git_fetch_options" return ;; esac __git_complete_remote_or_refspec } _git_format_patch () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --thread=*) __gitcomp " deep shallow " "" "${cur##--thread=}" return ;; --*) __gitcomp " --stdout --attach --no-attach --thread --thread= --output-directory --numbered --start-number --numbered-files --keep-subject --signoff --signature --no-signature --in-reply-to= --cc= --full-index --binary --not --all --cover-letter --no-prefix --src-prefix= --dst-prefix= --inline --suffix= --ignore-if-in-upstream --subject-prefix= " return ;; esac __git_complete_revlist } _git_fsck () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --tags --root --unreachable --cache --no-reflogs --full --strict --verbose --lost-found " return ;; esac COMPREPLY=() } _git_gc () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--prune --aggressive" return ;; esac COMPREPLY=() } _git_gitk () { _gitk } _git_grep () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --cached --text --ignore-case --word-regexp --invert-match --full-name --extended-regexp --basic-regexp --fixed-strings --files-with-matches --name-only --files-without-match --max-depth --count --and --or --not --all-match " return ;; esac __gitcomp "$(__git_refs)" } _git_help () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--all --info --man --web" return ;; esac __git_compute_all_commands __gitcomp "$__git_all_commands attributes cli core-tutorial cvs-migration diffcore gitk glossary hooks ignore modules repository-layout tutorial tutorial-2 workflows " } _git_init () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --shared=*) __gitcomp " false true umask group all world everybody " "" "${cur##--shared=}" return ;; --*) __gitcomp "--quiet --bare --template= --shared --shared=" return ;; esac COMPREPLY=() } _git_ls_files () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--cached --deleted --modified --others --ignored --stage --directory --no-empty-directory --unmerged --killed --exclude= --exclude-from= --exclude-per-directory= --exclude-standard --error-unmatch --with-tree= --full-name --abbrev --ignored --exclude-per-directory " return ;; esac COMPREPLY=() } _git_ls_remote () { __gitcomp "$(__git_remotes)" } _git_ls_tree () { __git_complete_file } # Options that go well for log, shortlog and gitk __git_log_common_options=" --not --all --branches --tags --remotes --first-parent --merges --no-merges --max-count= --max-age= --since= --after= --min-age= --until= --before= " # Options that go well for log and gitk (not shortlog) __git_log_gitk_options=" --dense --sparse --full-history --simplify-merges --simplify-by-decoration --left-right " # Options that go well for log and shortlog (not gitk) __git_log_shortlog_options=" --author= --committer= --grep= --all-match " __git_log_pretty_formats="oneline short medium full fuller email raw format:" __git_log_date_formats="relative iso8601 rfc2822 short local default raw" _git_log () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" local g="$(git rev-parse --git-dir 2>/dev/null)" local merge="" if [ -f "$g/MERGE_HEAD" ]; then merge="--merge" fi case "$cur" in --pretty=*) __gitcomp "$__git_log_pretty_formats " "" "${cur##--pretty=}" return ;; --format=*) __gitcomp "$__git_log_pretty_formats " "" "${cur##--format=}" return ;; --date=*) __gitcomp "$__git_log_date_formats" "" "${cur##--date=}" return ;; --decorate=*) __gitcomp "long short" "" "${cur##--decorate=}" return ;; --*) __gitcomp " $__git_log_common_options $__git_log_shortlog_options $__git_log_gitk_options --root --topo-order --date-order --reverse --follow --full-diff --abbrev-commit --abbrev= --relative-date --date= --pretty= --format= --oneline --cherry-pick --graph --decorate --decorate= --walk-reflogs --parents --children $merge $__git_diff_common_options --pickaxe-all --pickaxe-regex " return ;; esac __git_complete_revlist } __git_merge_options=" --no-commit --no-stat --log --no-log --squash --strategy --commit --stat --no-squash --ff --no-ff --ff-only " _git_merge () { __git_complete_strategy && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "$__git_merge_options" return esac __gitcomp "$(__git_refs)" } _git_mergetool () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --tool=*) __gitcomp "$__git_mergetools_common tortoisemerge" "" "${cur##--tool=}" return ;; --*) __gitcomp "--tool=" return ;; esac COMPREPLY=() } _git_merge_base () { __gitcomp "$(__git_refs)" } _git_mv () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--dry-run" return ;; esac COMPREPLY=() } _git_name_rev () { __gitcomp "--tags --all --stdin" } _git_notes () { local subcommands="edit show" if [ -z "$(__git_find_on_cmdline "$subcommands")" ]; then __gitcomp "$subcommands" return fi case "${COMP_WORDS[COMP_CWORD-1]}" in -m|-F) COMPREPLY=() ;; *) __gitcomp "$(__git_refs)" ;; esac } _git_pull () { __git_complete_strategy && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --rebase --no-rebase $__git_merge_options $__git_fetch_options " return ;; esac __git_complete_remote_or_refspec } _git_push () { local cur="${COMP_WORDS[COMP_CWORD]}" case "${COMP_WORDS[COMP_CWORD-1]}" in --repo) __gitcomp "$(__git_remotes)" return esac case "$cur" in --repo=*) __gitcomp "$(__git_remotes)" "" "${cur##--repo=}" return ;; --*) __gitcomp " --all --mirror --tags --dry-run --force --verbose --receive-pack= --repo= " return ;; esac __git_complete_remote_or_refspec } _git_rebase () { local cur="${COMP_WORDS[COMP_CWORD]}" dir="$(__gitdir)" if [ -d "$dir"/rebase-apply ] || [ -d "$dir"/rebase-merge ]; then __gitcomp "--continue --skip --abort" return fi __git_complete_strategy && return case "$cur" in --whitespace=*) __gitcomp "$__git_whitespacelist" "" "${cur##--whitespace=}" return ;; --*) __gitcomp " --onto --merge --strategy --interactive --preserve-merges --stat --no-stat --committer-date-is-author-date --ignore-date --ignore-whitespace --whitespace= --autosquash " return esac __gitcomp "$(__git_refs)" } __git_send_email_confirm_options="always never auto cc compose" __git_send_email_suppresscc_options="author self cc bodycc sob cccmd body all" _git_send_email () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --confirm=*) __gitcomp " $__git_send_email_confirm_options " "" "${cur##--confirm=}" return ;; --suppress-cc=*) __gitcomp " $__git_send_email_suppresscc_options " "" "${cur##--suppress-cc=}" return ;; --smtp-encryption=*) __gitcomp "ssl tls" "" "${cur##--smtp-encryption=}" return ;; --*) __gitcomp "--annotate --bcc --cc --cc-cmd --chain-reply-to --compose --confirm= --dry-run --envelope-sender --from --identity --in-reply-to --no-chain-reply-to --no-signed-off-by-cc --no-suppress-from --no-thread --quiet --signed-off-by-cc --smtp-pass --smtp-server --smtp-server-port --smtp-encryption= --smtp-user --subject --suppress-cc= --suppress-from --thread --to --validate --no-validate" return ;; esac COMPREPLY=() } _git_stage () { _git_add } __git_config_get_set_variables () { local prevword word config_file= c=$COMP_CWORD while [ $c -gt 1 ]; do word="${COMP_WORDS[c]}" case "$word" in --global|--system|--file=*) config_file="$word" break ;; -f|--file) config_file="$word $prevword" break ;; esac prevword=$word c=$((--c)) done git --git-dir="$(__gitdir)" config $config_file --list 2>/dev/null | while read line do case "$line" in *.*=*) echo "${line/=*/}" ;; esac done } _git_config () { local cur="${COMP_WORDS[COMP_CWORD]}" local prv="${COMP_WORDS[COMP_CWORD-1]}" case "$prv" in branch.*.remote) __gitcomp "$(__git_remotes)" return ;; branch.*.merge) __gitcomp "$(__git_refs)" return ;; remote.*.fetch) local remote="${prv#remote.}" remote="${remote%.fetch}" __gitcomp "$(__git_refs_remotes "$remote")" return ;; remote.*.push) local remote="${prv#remote.}" remote="${remote%.push}" __gitcomp "$(git --git-dir="$(__gitdir)" \ for-each-ref --format='%(refname):%(refname)' \ refs/heads)" return ;; pull.twohead|pull.octopus) __git_compute_merge_strategies __gitcomp "$__git_merge_strategies" return ;; color.branch|color.diff|color.interactive|\ color.showbranch|color.status|color.ui) __gitcomp "always never auto" return ;; color.pager) __gitcomp "false true" return ;; color.*.*) __gitcomp " normal black red green yellow blue magenta cyan white bold dim ul blink reverse " return ;; help.format) __gitcomp "man info web html" return ;; log.date) __gitcomp "$__git_log_date_formats" return ;; sendemail.aliasesfiletype) __gitcomp "mutt mailrc pine elm gnus" return ;; sendemail.confirm) __gitcomp "$__git_send_email_confirm_options" return ;; sendemail.suppresscc) __gitcomp "$__git_send_email_suppresscc_options" return ;; --get|--get-all|--unset|--unset-all) __gitcomp "$(__git_config_get_set_variables)" return ;; *.*) COMPREPLY=() return ;; esac case "$cur" in --*) __gitcomp " --global --system --file= --list --replace-all --get --get-all --get-regexp --add --unset --unset-all --remove-section --rename-section " return ;; branch.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp "remote merge mergeoptions rebase" "$pfx" "$cur" return ;; branch.*) local pfx="${cur%.*}." cur="${cur#*.}" __gitcomp "$(__git_heads)" "$pfx" "$cur" "." return ;; guitool.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp " argprompt cmd confirm needsfile noconsole norescan prompt revprompt revunmerged title " "$pfx" "$cur" return ;; difftool.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp "cmd path" "$pfx" "$cur" return ;; man.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp "cmd path" "$pfx" "$cur" return ;; mergetool.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp "cmd path trustExitCode" "$pfx" "$cur" return ;; pager.*) local pfx="${cur%.*}." cur="${cur#*.}" __git_compute_all_commands __gitcomp "$__git_all_commands" "$pfx" "$cur" return ;; remote.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp " url proxy fetch push mirror skipDefaultUpdate receivepack uploadpack tagopt pushurl " "$pfx" "$cur" return ;; remote.*) local pfx="${cur%.*}." cur="${cur#*.}" __gitcomp "$(__git_remotes)" "$pfx" "$cur" "." return ;; url.*.*) local pfx="${cur%.*}." cur="${cur##*.}" __gitcomp "insteadOf pushInsteadOf" "$pfx" "$cur" return ;; esac __gitcomp " add.ignore-errors alias. apply.ignorewhitespace apply.whitespace branch.autosetupmerge branch.autosetuprebase clean.requireForce color.branch color.branch.current color.branch.local color.branch.plain color.branch.remote color.diff color.diff.commit color.diff.frag color.diff.meta color.diff.new color.diff.old color.diff.plain color.diff.whitespace color.grep color.grep.external color.grep.match color.interactive color.interactive.header color.interactive.help color.interactive.prompt color.pager color.showbranch color.status color.status.added color.status.changed color.status.header color.status.nobranch color.status.untracked color.status.updated color.ui commit.template core.autocrlf core.bare core.compression core.createObject core.deltaBaseCacheLimit core.editor core.excludesfile core.fileMode core.fsyncobjectfiles core.gitProxy core.ignoreCygwinFSTricks core.ignoreStat core.logAllRefUpdates core.loosecompression core.packedGitLimit core.packedGitWindowSize core.pager core.preferSymlinkRefs core.preloadindex core.quotepath core.repositoryFormatVersion core.safecrlf core.sharedRepository core.symlinks core.trustctime core.warnAmbiguousRefs core.whitespace core.worktree diff.autorefreshindex diff.external diff.mnemonicprefix diff.renameLimit diff.renameLimit. diff.renames diff.suppressBlankEmpty diff.tool diff.wordRegex difftool. difftool.prompt fetch.unpackLimit format.attach format.cc format.headers format.numbered format.pretty format.signature format.signoff format.subjectprefix format.suffix format.thread gc.aggressiveWindow gc.auto gc.autopacklimit gc.packrefs gc.pruneexpire gc.reflogexpire gc.reflogexpireunreachable gc.rerereresolved gc.rerereunresolved gitcvs.allbinary gitcvs.commitmsgannotation gitcvs.dbTableNamePrefix gitcvs.dbdriver gitcvs.dbname gitcvs.dbpass gitcvs.dbuser gitcvs.enabled gitcvs.logfile gitcvs.usecrlfattr guitool. gui.blamehistoryctx gui.commitmsgwidth gui.copyblamethreshold gui.diffcontext gui.encoding gui.fastcopyblame gui.matchtrackingbranch gui.newbranchtemplate gui.pruneduringfetch gui.spellingdictionary gui.trustmtime help.autocorrect help.browser help.format http.lowSpeedLimit http.lowSpeedTime http.maxRequests http.noEPSV http.proxy http.sslCAInfo http.sslCAPath http.sslCert http.sslKey http.sslVerify i18n.commitEncoding i18n.logOutputEncoding imap.folder imap.host imap.pass imap.port imap.preformattedHTML imap.sslverify imap.tunnel imap.user instaweb.browser instaweb.httpd instaweb.local instaweb.modulepath instaweb.port interactive.singlekey log.date log.showroot mailmap.file man. man.viewer merge.conflictstyle merge.log merge.renameLimit merge.stat merge.tool merge.verbosity mergetool. mergetool.keepBackup mergetool.prompt pack.compression pack.deltaCacheLimit pack.deltaCacheSize pack.depth pack.indexVersion pack.packSizeLimit pack.threads pack.window pack.windowMemory pager. pull.octopus pull.twohead push.default rebase.stat receive.denyCurrentBranch receive.denyDeletes receive.denyNonFastForwards receive.fsckObjects receive.unpackLimit repack.usedeltabaseoffset rerere.autoupdate rerere.enabled sendemail.aliasesfile sendemail.aliasesfiletype sendemail.bcc sendemail.cc sendemail.cccmd sendemail.chainreplyto sendemail.confirm sendemail.envelopesender sendemail.multiedit sendemail.signedoffbycc sendemail.smtpencryption sendemail.smtppass sendemail.smtpserver sendemail.smtpserverport sendemail.smtpuser sendemail.suppresscc sendemail.suppressfrom sendemail.thread sendemail.to sendemail.validate showbranch.default status.relativePaths status.showUntrackedFiles tar.umask transfer.unpackLimit url. user.email user.name user.signingkey web.browser branch. remote. " } _git_remote () { local subcommands="add rename rm show prune update set-head" local subcommand="$(__git_find_on_cmdline "$subcommands")" if [ -z "$subcommand" ]; then __gitcomp "$subcommands" return fi case "$subcommand" in rename|rm|show|prune) __gitcomp "$(__git_remotes)" ;; update) local i c='' IFS=$'\n' for i in $(git --git-dir="$(__gitdir)" config --get-regexp "remotes\..*" 2>/dev/null); do i="${i#remotes.}" c="$c ${i/ */}" done __gitcomp "$c" ;; *) COMPREPLY=() ;; esac } _git_replace () { __gitcomp "$(__git_refs)" } _git_reset () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--merge --mixed --hard --soft --patch" return ;; esac __gitcomp "$(__git_refs)" } _git_revert () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--edit --mainline --no-edit --no-commit --signoff" return ;; esac __gitcomp "$(__git_refs)" } _git_rm () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--cached --dry-run --ignore-unmatch --quiet" return ;; esac COMPREPLY=() } _git_shortlog () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " $__git_log_common_options $__git_log_shortlog_options --numbered --summary " return ;; esac __git_complete_revlist } _git_show () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --pretty=*) __gitcomp "$__git_log_pretty_formats " "" "${cur##--pretty=}" return ;; --format=*) __gitcomp "$__git_log_pretty_formats " "" "${cur##--format=}" return ;; --*) __gitcomp "--pretty= --format= --abbrev-commit --oneline $__git_diff_common_options " return ;; esac __git_complete_file } _git_show_branch () { local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp " --all --remotes --topo-order --current --more= --list --independent --merge-base --no-name --color --no-color --sha1-name --sparse --topics --reflog " return ;; esac __git_complete_revlist } _git_stash () { local cur="${COMP_WORDS[COMP_CWORD]}" local save_opts='--keep-index --no-keep-index --quiet --patch' local subcommands='save list show apply clear drop pop create branch' local subcommand="$(__git_find_on_cmdline "$subcommands")" if [ -z "$subcommand" ]; then case "$cur" in --*) __gitcomp "$save_opts" ;; *) if [ -z "$(__git_find_on_cmdline "$save_opts")" ]; then __gitcomp "$subcommands" else COMPREPLY=() fi ;; esac else case "$subcommand,$cur" in save,--*) __gitcomp "$save_opts" ;; apply,--*|pop,--*) __gitcomp "--index --quiet" ;; show,--*|drop,--*|branch,--*) COMPREPLY=() ;; show,*|apply,*|drop,*|pop,*|branch,*) __gitcomp "$(git --git-dir="$(__gitdir)" stash list \ | sed -n -e 's/:.*//p')" ;; *) COMPREPLY=() ;; esac fi } _git_submodule () { __git_has_doubledash && return local subcommands="add status init update summary foreach sync" if [ -z "$(__git_find_on_cmdline "$subcommands")" ]; then local cur="${COMP_WORDS[COMP_CWORD]}" case "$cur" in --*) __gitcomp "--quiet --cached" ;; *) __gitcomp "$subcommands" ;; esac return fi } _git_svn () { local subcommands=" init fetch clone rebase dcommit log find-rev set-tree commit-diff info create-ignore propget proplist show-ignore show-externals branch tag blame migrate mkdirs reset gc " local subcommand="$(__git_find_on_cmdline "$subcommands")" if [ -z "$subcommand" ]; then __gitcomp "$subcommands" else local remote_opts="--username= --config-dir= --no-auth-cache" local fc_opts=" --follow-parent --authors-file= --repack= --no-metadata --use-svm-props --use-svnsync-props --log-window-size= --no-checkout --quiet --repack-flags --use-log-author --localtime --ignore-paths= $remote_opts " local init_opts=" --template= --shared= --trunk= --tags= --branches= --stdlayout --minimize-url --no-metadata --use-svm-props --use-svnsync-props --rewrite-root= --prefix= --use-log-author --add-author-from $remote_opts " local cmt_opts=" --edit --rmdir --find-copies-harder --copy-similarity= " local cur="${COMP_WORDS[COMP_CWORD]}" case "$subcommand,$cur" in fetch,--*) __gitcomp "--revision= --fetch-all $fc_opts" ;; clone,--*) __gitcomp "--revision= $fc_opts $init_opts" ;; init,--*) __gitcomp "$init_opts" ;; dcommit,--*) __gitcomp " --merge --strategy= --verbose --dry-run --fetch-all --no-rebase --commit-url --revision $cmt_opts $fc_opts " ;; set-tree,--*) __gitcomp "--stdin $cmt_opts $fc_opts" ;; create-ignore,--*|propget,--*|proplist,--*|show-ignore,--*|\ show-externals,--*|mkdirs,--*) __gitcomp "--revision=" ;; log,--*) __gitcomp " --limit= --revision= --verbose --incremental --oneline --show-commit --non-recursive --authors-file= --color " ;; rebase,--*) __gitcomp " --merge --verbose --strategy= --local --fetch-all --dry-run $fc_opts " ;; commit-diff,--*) __gitcomp "--message= --file= --revision= $cmt_opts" ;; info,--*) __gitcomp "--url" ;; branch,--*) __gitcomp "--dry-run --message --tag" ;; tag,--*) __gitcomp "--dry-run --message" ;; blame,--*) __gitcomp "--git-format" ;; migrate,--*) __gitcomp " --config-dir= --ignore-paths= --minimize --no-auth-cache --username= " ;; reset,--*) __gitcomp "--revision= --parent" ;; *) COMPREPLY=() ;; esac fi } _git_tag () { local i c=1 f=0 while [ $c -lt $COMP_CWORD ]; do i="${COMP_WORDS[c]}" case "$i" in -d|-v) __gitcomp "$(__git_tags)" return ;; -f) f=1 ;; esac c=$((++c)) done case "${COMP_WORDS[COMP_CWORD-1]}" in -m|-F) COMPREPLY=() ;; -*|tag) if [ $f = 1 ]; then __gitcomp "$(__git_tags)" else COMPREPLY=() fi ;; *) __gitcomp "$(__git_refs)" ;; esac } _git_whatchanged () { _git_log } _git () { local i c=1 command __git_dir while [ $c -lt $COMP_CWORD ]; do i="${COMP_WORDS[c]}" case "$i" in --git-dir=*) __git_dir="${i#--git-dir=}" ;; --bare) __git_dir="." ;; --version|-p|--paginate) ;; --help) command="help"; break ;; *) command="$i"; break ;; esac c=$((++c)) done if [ -z "$command" ]; then case "${COMP_WORDS[COMP_CWORD]}" in --*) __gitcomp " --paginate --no-pager --git-dir= --bare --version --exec-path --html-path --work-tree= --help " ;; *) __git_compute_porcelain_commands __gitcomp "$__git_porcelain_commands $(__git_aliases)" ;; esac return fi local completion_func="_git_${command//-/_}" declare -F $completion_func >/dev/null && $completion_func && return local expansion=$(__git_aliased_command "$command") if [ -n "$expansion" ]; then completion_func="_git_${expansion//-/_}" declare -F $completion_func >/dev/null && $completion_func fi } _gitk () { __git_has_doubledash && return local cur="${COMP_WORDS[COMP_CWORD]}" local g="$(__gitdir)" local merge="" if [ -f "$g/MERGE_HEAD" ]; then merge="--merge" fi case "$cur" in --*) __gitcomp " $__git_log_common_options $__git_log_gitk_options $merge " return ;; esac __git_complete_revlist } complete -o bashdefault -o default -o nospace -F _git git 2>/dev/null \ || complete -o default -o nospace -F _git git complete -o bashdefault -o default -o nospace -F _gitk gitk 2>/dev/null \ || complete -o default -o nospace -F _gitk gitk # The following are necessary only for Cygwin, and only are needed # when the user has tab-completed the executable name and consequently # included the '.exe' suffix. # if [ Cygwin = "$(uname -o 2>/dev/null)" ]; then complete -o bashdefault -o default -o nospace -F _git git.exe 2>/dev/null \ || complete -o default -o nospace -F _git git.exe fi
yxzwang / Normalized Information Payloadcodes for paper: What Dense Graph do You Need for Self-attention?
zeeshanhayder / DSGGDSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation
Tirth8038 / Multiclass Image Classification The main aim of the project is to scan the X-rays of human lungs and classify them into 3 given categories like healthy patients, patients with pre-existing conditions, and serious patients who need immediate attention using Convolutional Neural Network. The provided dataset of Grayscale Human Lungs X-ray is in the form of a numpy array and has dimensions of (13260, 64, 64, 1). Similarly, the corresponding labels of X-ray images are of size (13260, 2) with classes (0) if the patient is healthy, (1) if patient has pre-existing conditions or (2) if patient has Effusion/Mass in the lungs. During data exploration, I found that the class labels are highly imbalanced. Thus, for handling such imbalanced class labels, I used Data augmentation techniques such as horizontal & vertical flips, rotation, altering brightness and height & width shift to increase the number of training images to prevent overfitting problem. After preprocessing the data, the dimension of the dataset is (31574, 64, 64, 1). For Model Selection, I built 4 architectures of CNN Model similar to the architecture of LeNet-5, VGGNet, AlexNet with various Conv2D layers followed by MaxPooling2D layers and fitted them with different epochs, batch size and different optimizer learning rate. Moreover, I also built a custom architecture with comparatively less complex structure than previous models. Further to avoid Overfitting, I also tried regularizing Kernel layer and Dense layer using Absolute Weight Regularizer(L1) and to restrict the bias in classification, I used Bias Regularizer in the Dense layer. In addition to this, I also tried applying Dropout with a 20% dropout rate during training and Early Stopping method for preventing overfitting and evaluated that Early Stopping gave better results than Dropout. For evaluation of models, I split the dataset into training,testing and validation split with (60,20,20) ratio and calculated Macro F1 Score , AUC Score on test data and using the Confusion Matrix, I calculated the accuracy by dividing the sum of diagonal elements by sum of all elements. In addition to this, I plotted training vs. validation loss and accuracy graphs to visualize the performance of models. Interestingly, the CNN model similar to VGGNet with 5 Conv2D and 3 MaxPooling layers and 2 Dense layers performed better than other architecture with Macro F1 score of 0.773 , AUC score of 0.911 and accuracy of 0.777.
kmswin1 / ComDensE"Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion" International Conference on Patter Recognition, 2022, Accepted
