129 skills found · Page 1 of 5
data-prep-kit / Data Prep KitOpen source project for data preparation for GenAI applications
nipreps / FmriprepfMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.
MLforHealth / MIMIC ExtractMIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
sappelhoff / PyprepPyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
NadavIs56 / Skin Disease AIA Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.
MLD3 / FIDDLEFlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139
ColliderConquer / Stock Prediction And Quantitative Analysis Based On Machine Learning MethodThis project studies the intrinsic relationship between the stocks’ multiple factors and the investment value of the stocks listed in China Securities Index 800 Index through the machine method. The investment system pipeline has been implemented including data acquirement, data preprocessing, model tuning and selection based on the XGBoost boosted tree model.
connectomicslab / Connectomemapper3Connectome Mapper 3 is a BIDS App that implements full anatomical, diffusion, resting/state functional MRI, and recently EEG processing pipelines, from raw T1 / DWI / BOLD , and preprocessed EEG data to multi-resolution brain parcellation with corresponding connection matrices.
nipreps / DmriprepdMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse dMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.
crisglav / Discover EegA pipeline to automatically preprocess, analyze and visualize resting state EEG data.
preprocessy / PreprocessyPython package for Customizable Data Preprocessing Pipelines
phish-tech / MmWave Heartbeat Dataset Preprocessing Toolbox This repository releases raw 77 GHz mmWave .bin data and a minimal MATLAB pipeline for preprocessing and EEMD-based respiration/heartbeat separation, serving as a simple baseline for radar vital-sign research. 本项目开源 77 GHz 毫米波雷达的单人实验 .bin 原始数据，并提供一套简洁的 MATLAB 预处理与 EEMD 分解示例，用于从雷达相位信号中分离呼吸与心跳成分，作为非接触生命体征研究的基线工具。
Azure-Samples / Functions Python Data Cleaning PipelineUsing Python for Azure Functions to clean and preprocess data using pandas through a Blob and Event grid messaging pipeline
aryeelab / HichipperA preprocessing and QC pipeline for HiChIP data
fmalmeida / Ngs PreprocessA pipeline for preprocessing NGS data from Illumina, Nanopore and PacBio technologies
MW55 / NatrixOpen-source bioinformatics pipeline for the preprocessing of raw sequencing data.
ShawonBarman / How To Download ABIDE Preprocessed Dataset For Autism DetectionThis script automates the download of preprocessed brain imaging data from the ABIDE dataset, focusing on a specific derivative, preprocessing pipeline, and noise-removal strategy. It filters participants by diagnosis (autism or controls) and downloads relevant data, streamlining research on autism spectrum disorder.
joramvd / EegpreprocPreprocessing EEG data: Matlab code pipeline and pdf manual
nmningmei / Preprocessing PipelinesPreprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data
PrachiDhiman5 / Lifestyle Health Risk PredictionMachine Learning project that predicts lifestyle-related health risks using data analysis and predictive modeling. Built an end-to-end ML pipeline including preprocessing, feature engineering, EDA, and models (regression, classification, clustering) using Python, Pandas, NumPy, and Scikit-learn.
