14,556 skills found · Page 248 of 486
benchflow-ai / grpoReference for the GRPO (Group Relative Policy Optimization) algorithm
benchflow-ai / timeseries-detrendingTools and techniques for detrending time series data in macroeconomic analysis
benchflow-ai / economic-dispatchGenerator economic dispatch and cost optimization for power systems
benchflow-ai / locational-marginal-pricesExtract locational marginal prices (LMPs) from DC-OPF solutions using dual values
benchflow-ai / light-curve-preprocessingPreprocessing and cleaning techniques for astronomical light curves
benchflow-ai / lomb-scargle-periodogramLomb-Scargle periodogram for finding periodic signals in unevenly sampled time series data
benchflow-ai / nws-flood-thresholdsDownload flood stage thresholds from NWS (National Weather Service)
benchflow-ai / usgs-data-downloadDownload water level data from USGS using the dataretrieval package
benchflow-ai / conditioningData conditioning techniques for gravitational wave detector data
benchflow-ai / imc-tuning-rulesCalculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems.
benchflow-ai / scipy-curve-fitUse scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.
benchflow-ai / pca-decompositionReduce dimensionality of multivariate data using PCA with varimax rotation
benchflow-ai / custom-distance-metricsDefine custom distance/similarity metrics for clustering and ML algorithms
benchflow-ai / ffmpeg-audio-processingExtract, normalize, mix, and process audio tracks - audio manipulation and analysis
benchflow-ai / ffmpeg-format-conversionConvert media files between formats - video containers, audio formats, and codec transcoding
benchflow-ai / ffmpeg-media-infoAnalyze media file properties - duration, resolution, bitrate, codecs, and stream information
benchflow-ai / ffmpeg-video-filtersApply video filters - scale, crop, watermark, speed, blur, and visual effects
benchflow-ai / memory-optimizationOptimize Python code for reduced memory usage and improved memory efficiency
benchflow-ai / python-parallelizationTransform sequential Python code into parallel/concurrent implementations
benchflow-ai / python-scala-syntax-mappingReference guide for translating Python syntax constructs to Scala equivalents
benchflow-ai / comp3-packed-decimalReference for COBOL COMP-3 (packed decimal / BCD) numeric storage -- layout on disk, declaring it in the FD, and pitfalls when carrying the decoded value through working storage and into later arithmetic.
benchflow-ai / triangulated-fx-ratesReference for multi-hop / triangulated currency conversion on batch rate tapes. When a rate row carries an explicit "via" currency, the row's rate is only one leg of the conversion, and the via currency may ITSELF be quoted through another via — so the effective rate is the product of every leg, res…
benchflow-ai / fragmentation-aware-packingChoose placements that preserve useful residual capacity. Use for bin packing, GPU sharing, accelerator placement, and multi-resource scheduling where stranded capacity hurts future fit.
benchflow-ai / contract-playbook-reviewMethodology for clause-by-clause review of a contract against a structured deviation policy ("playbook"). Covers how to walk a playbook, locate the matching provision in the contract, apply rule types (max-value, must-be-present, must-be-absent, acceptable-set, must-have-feature), classify the resul…
benchflow-ai / nda-clause-taxonomyReference for the standard clauses found in commercial non-disclosure agreements (mutual and one-way) — what each clause does, the surface forms it appears in, and how to recognise it in unfamiliar drafting
benchflow-ai / hierarchical-taxonomy-clusteringBuild unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering with intelligent category naming via weighted word frequency analysis.
benchflow-ai / pid-controllerUse this skill when implementing PID control loops for adaptive cruise control, vehicle speed regulation, throttle/brake management, or any feedback control system requiring proportional-integral-derivative control.
benchflow-ai / scip-optSCIP optimization with PySCIPOpt
benchflow-ai / attitude-controller-plannerUse this skill when implementing the inner control loop for a quadrotor — attitude (roll/pitch/yaw) PID control and attitude planning (converting desired acceleration to desired Euler angles). Covers gain layout, integral reset pattern, and the attitude planner inverse kinematics.
benchflow-ai / motor-model-dynamicsUse this skill when simulating quadrotor physical dynamics — mapping desired thrust/moments to individual motor RPMs via a propeller allocation matrix, applying first-order motor lag, and integrating the nonlinear equations of motion (translational and rotational) using RK45.
