pandas

DeepSlideBMIRDS/deepslide

A sliding window framework for classifying high-resolution whole-slide microscopy and histopathology images using deep neural networks.

Lightwoodmindsdb/lightwood

An AutoML framework that generates and customizes machine learning pipelines using declarative JSON-AI syntax.

Kaggle Galaxy Challengebenanne/kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle, using convolutional neural networks to classify galaxy morphologies.

sklearn-expertsystmadl/sklearn-expertsys

A scikit-learn compatible classifier that produces human-interpretable decision rules instead of black box models.

ChefBoostserengil/chefboost

A lightweight Python decision tree framework supporting ID3, C4.5, CART, CHAID, regression trees, gradient boosting, random forest, and AdaBoost with categorical feature support.

desbordantedesbordante/desbordante-core

A high-performance data profiler for discovering and validating complex patterns like functional dependencies, inclusion dependencies, and association rules.

RuleFitchristophM/rulefit

Python implementation of the RuleFit algorithm for interpretable machine learning predictions using rule ensembles.

imbalanced-ensembleZhiningLiu1998/imbalanced-ensemble

A Python library for class-imbalanced ensemble learning with 30+ algorithms, built on scikit-learn.

the-elements-of-statistical-learningmaitbayev/the-elements-of-statistical-learning

Jupyter notebooks implementing algorithms, proofs, and summaries from 'The Elements of Statistical Learning' textbook.

scFoundationbiomap-research/scFoundation

A 100M-parameter foundation model for single-cell transcriptomics, enabling gene expression enhancement, drug response prediction, and perturbation analysis.

FairMLadebayoj/fairml

A Python toolbox for auditing machine learning models to detect and quantify bias in black-box predictions.

scBERTTencentAILabHealthcare/scBERT

A BERT-based foundation model pretrained on large-scale scRNA-seq data for automated cell type annotation in single-cell analysis.

GitHub repositorypglira/simpleICP

A simple, multi-language implementation of the Iterative Closest Point algorithm for 3D point cloud registration.

skproalan-turing-institute/skpro

A scikit-learn compatible Python library for probabilistic regression, survival analysis, and probability distributions.

Deep stacked residual bidirectional LSTMs for HARguillaume-chevalier/HAR-stacked-residual-bidir-LSTMs

A deep learning architecture using stacked residual bidirectional LSTM cells with TensorFlow for human activity recognition from sensor data.

TransitFlowtransitland/transitland-processing-animation

A tool that animates scheduled transit frequency using Transitland API data and Processing for visualizations.

mol2vecsamoturk/mol2vec

An unsupervised machine learning approach to learn vector representations of molecular substructures for cheminformatics.

NewsQAMaluuba/newsqa

Tools for compiling and using the Maluuba NewsQA dataset, a machine reading comprehension dataset based on CNN articles.

PyODDSdatamllab/pyodds

An end-to-end Python outlier detection system with database support, automated machine learning, and unified APIs for statistical, ML, and deep learning models.

BoostARootachasedehan/BoostARoota

A fast feature selection algorithm for tree-based models like XGBoost, designed to outperform Boruta in speed and performance.

trading-rlKostis-S-Z/trading-rl

Deep reinforcement learning framework for financial trading using price trailing, implemented with Keras-RL for Forex markets.

Rosettacolumbia-applied-data-science/rosetta

A Python toolkit for text-focused data science on medium-sized datasets, bridging memory and cluster-scale processing.

visualize_MLayush1997/visualize_ML

A Python package for automated univariate and bivariate data analysis and visualization to streamline machine learning workflows.

Pantheraalanmarazzi/panthera

A Clojure library providing data-frames and arrays through Python's pandas and numpy.

CellProfiler AnalystCellProfiler/CellProfiler-Analyst

Interactive exploration and analysis software for large, high-dimensional image-derived biological data with supervised machine learning.

TradzQAIkkuette/TradzQAI

A trading environment for reinforcement learning agents, supporting backtesting, live trading, and multiple RL algorithms.

pyTSEBhectornieto/pyTSEB

A Python implementation of Two Source Energy Balance models for estimating evapotranspiration using remote sensing data.

static-GTFS-managerWRI-Cities/static-GTFS-manager

A browser-based GUI for creating, editing, and exporting static GTFS feeds for public transit agencies.

TransformerCPIlifanchen-simm/transformerCPI

A deep learning model using transformer architecture to predict compound-protein interactions from molecular and protein sequences.

DrugBANpeizhenbai/DrugBAN

A deep bilinear attention network framework with adversarial domain adaptation for interpretable drug-target interaction prediction.

Attentive Object Trackingakosiorek/hart

A TensorFlow implementation of hierarchical attentive recurrent neural networks for single object tracking in videos.

Image Caption Generatorneural-nuts/image-caption-generator

A TensorFlow-based neural network model for generating descriptive captions from images using Flickr30K and MSCOCO datasets.

quantecon_nyu_2016jstac/quantecon_nyu_2016

A PhD-level course on computational economics covering Python, Julia, and economic modeling techniques.

Pycytominercytomining/pycytominer

A Python package for processing and normalizing high-dimensional morphological feature data from high-throughput cell imaging experiments.

phystjanpipek/physt

A Python histogram library offering updateable, semantic histogram objects with multiple visualization backends and data source support.

zsh-plugin-manager-benchmarkrossmacarthur/zsh-plugin-manager-benchmark

Benchmarks the install and load time performance of various Zsh plugin managers to help users make informed choices.