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Machine Learning

1845 projects

Showing 36 of 1845 projects

Agentic Context Engine
Agentic Context EnginePython

An open-source framework that enables AI agents to learn from experience through a persistent learning loop, improving performance over time.

#ai#agent-learning#context-engineering
Stars2.5k
Forks301
Last commit
APKiD
APKiDYARA

Identifies compilers, packers, obfuscators, and other characteristics in Android APK and DEX files.

#dex#apk-analysis#malware-detection
Stars2.5k
Forks342
Last commit11 days ago
Pilosa
PilosaGo

A real-time distributed analytical database built entirely on bitmaps for low-latency queries on fresh data.

#real-time-database#stream-processing#bitmap
Stars2.5k
Forks239
Last commit2 years ago
Bayesian Modelling in Python
Bayesian Modelling in PythonJupyter Notebook

A Python tutorial and cookbook for implementing Bayesian modeling techniques using PyMC3.

#pymc3#bayesian-statistics#data-science
Stars2.5k
Forks405
Last commit9 years ago
tfgo
tfgoGo

A Go library that simplifies TensorFlow's Go bindings with method chaining, automatic scoping, and type conversion.

#deep-learning#graph-computation#model-serving
Stars2.5k
Forks158
Last commit2 years ago
hyperlearn
hyperlearnJupyter Notebook

HyperLearn provides 2-2000x faster machine learning algorithms with 50% less memory usage, optimized for all hardware.

#parallel-computing#high-performance#python-library
Stars2.5k
Forks164
Last commit1 year ago
Awesome Decision Tree Papers
Awesome Decision Tree PapersPython

A curated collection of research papers on decision, classification, and regression trees with implementations from top ML conferences.

#random-forest#decision-tree-classifier#ensemble-methods
Stars2.5k
Forks343
Last commit
opencv-rust
opencv-rustRust

Rust bindings for the OpenCV computer vision library, enabling Rust developers to leverage OpenCV's capabilities.

#clang#opencv-bindings#ffi
Stars2.5k
Forks187
Last commit1 day ago
GitHub repository
GitHub repositoryC#

A ROS/ROS2 multi-robot simulator for autonomous vehicles, built on Unity HDRP for high-fidelity testing.

#robotics#simulation#api
Stars2.5k
Forks790
Last commit3 years ago
lgo
lgoGo

A Jupyter Notebook kernel and interactive REPL for Go (golang) that enables interactive programming and data analysis.

#jupyter-kernel#notebook#data-science
Stars2.5k
Forks118
Last commit5 years ago
Awesome community detection
Awesome community detectionPython

A curated list of community detection research papers with implementations.

#networkx#igraph#embedding
Stars2.4k
Forks358
Last commit7 months ago
Tensorflow Federated
Tensorflow FederatedPython

An open-source framework for machine learning and other computations on decentralized data.

#federated-learning#simulation-tools#privacy-preserving-ai
Stars2.4k
Forks604
Last commit1 day ago
scikit-plot
scikit-plotPython

An intuitive Python library that adds single-line plotting functions for scikit-learn and other machine learning objects.

#classification-metrics#plot#python-library
Stars2.4k
Forks286
Last commit1 year ago
Chemprop
ChempropPython

A machine learning package implementing message passing neural networks for predicting molecular and reaction properties.

#graph-neural-networks#python-library#deep-learning
Stars2.4k
Forks749
Last commit2 days ago
Spektral
SpektralPython

A Python library for graph deep learning built on Keras and TensorFlow 2, providing flexible tools for graph neural networks.

#graph-neural-networks#python-library#deep-learning
Stars2.4k
Forks342
Last commit2 years ago
Texar
TexarPython

A modular toolkit for machine learning, natural language processing, and text generation with TensorFlow and PyTorch versions.

#model-training#research-toolkit#transformer-models
Stars2.4k
Forks369
Last commit4 days ago
Neural Tangents
Neural TangentsJupyter Notebook

A high-level neural network API for specifying and analyzing infinite-width neural networks as Gaussian Processes in Python.

#gradient-descent#jax#python-library
Stars2.4k
Forks240
Last commit2 years ago
flann
flannC++

A C++ library for fast approximate nearest neighbor searches in high-dimensional spaces with automatic algorithm selection.

#search-algorithms#approximate-algorithms#data-structures
Stars2.4k
Forks664
Last commit2 years ago
Whisper
Whisper

A curated list of resources, tools, and applications for OpenAI's Whisper speech recognition model.

#ai#openai#awesome-list
Stars2.4k
Forks152
Last commit4 months ago
modAL
modALPython

A modular active learning framework for Python built on scikit-learn, enabling rapid creation of custom workflows.

#active-learning-module#machine-learning-library#uncertainty-sampling
Stars2.4k
Forks324
Last commit
modAL
modALPython

A modular active learning framework for Python built on scikit-learn, enabling rapid creation of custom workflows.

#active-learning-module#machine-learning-library#uncertainty-sampling
Stars2.4k
Forks324
Last commit
Objectron
ObjectronJupyter Notebook

A large-scale dataset of object-centric video clips with 3D bounding box annotations and AR metadata for 3D object detection research.

#ar-metadata#bounding-box#ai
Stars2.3k
Forks267
Last commit4 months ago
Tangent
TangentPython

A Python library for automatic differentiation that generates readable Python source code as its derivative output.

#debugging-tools#python-library#deep-learning
Stars2.3k
Forks432
Last commit3 years ago
SGX-Full-OrderBook-Tick-Data-Trading-Strategy
SGX-Full-OrderBook-Tick-Data-Trading-StrategyJupyter Notebook

A machine learning framework for developing high-frequency trading strategies using full orderbook tick data.

#market-microstructure#time-series-prediction#high-frequency-trading
Stars2.3k
Forks696
Last commit
Optax
OptaxPython

A gradient processing and optimization library for JAX, designed for research with composable building blocks.

#gradient-processing#jax#python-library
Stars2.3k
Forks349
Last commit2 days ago
Optax
OptaxPython

A gradient processing and optimization library for JAX, designed for research with composable building blocks.

#gradient-processing#jax#deep-learning
Stars2.3k
Forks349
Last commit2 days ago
audiomentations
audiomentationsPython

A Python library for audio data augmentation to improve the robustness of audio machine learning models.

#sound#music#python-library
Stars2.3k
Forks221
Last commit3 months ago
Karate Club - An unsupervised machine learning library for graph structured data
Karate Club - An unsupervised machine learning library for graph structured dataPython

An API-oriented Python framework for unsupervised learning on graphs, featuring node/graph embeddings and community detection.

#deepwalk#networkx#python-library
Stars2.3k
Forks256
Last commit
rlpyt
rlpytPython

A modular, high-throughput PyTorch framework for deep reinforcement learning research, supporting policy gradient, deep Q-learning, and Q-function policy gradient algorithms.

#multi-gpu#policy-gradient#modular-architecture
Stars2.3k
Forks326
Last commit5 years ago
Genann
GenannC

A minimal, well-tested library for training and using feedforward artificial neural networks in ANSI C.

#c-library#neurons#neural-network
Stars2.3k
Forks270
Last commit2 years ago
Simd
SimdC++

A high-performance C++ image processing and machine learning library optimized with SIMD instructions across multiple CPU architectures.

#simd#haar-cascade#arm
Stars2.3k
Forks455
Last commit7 days ago
Feature Engine
Feature EnginePython

A Python library for feature engineering and selection with scikit-learn compatible transformers.

#open-source#feature-selection#data-science
Stars2.3k
Forks356
Last commit1 day ago
Installing TensorFlow on Raspberry Pi 3
Installing TensorFlow on Raspberry Pi 3Python

Official TensorFlow Python wheels for Raspberry Pi, enabling machine learning on edge devices.

#raspbian#ml-deployment#tensorflow
Stars2.3k
Forks492
Last commit7 years ago
USBuildingFootprints
USBuildingFootprints

A dataset of 129.6 million computer-generated building footprint polygons for the United States, derived from satellite imagery.

#building-footprints#geojson#geospatial-data
Stars2.2k
Forks274
Last commit1 year ago
Raster Vision
Raster VisionPython

An open source Python library and framework for building computer vision models on satellite, aerial, and large imagery sets.

#aerial-imagery#python-library#geospatial
Stars2.2k
Forks399
Last commit1 month ago
ML with Ruby
ML with RubyRuby

A curated list of libraries, tutorials, and resources for implementing machine learning in the Ruby programming language.

#ai#open-source#data-science
Stars2.2k
Forks183
Last commit1 year ago
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