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Machine Learning

670 projects

Showing 36 of 601 projects

ESM3
ESM3Python

A multimodal protein language model for generative protein design and engineering by jointly reasoning over sequence, structure, and function.

#transformer#scientific-computing#aws-sagemaker
Stars2.3k
Forks286
Last commit1 month 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
Forks257
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
Forks328
Last commit5 years ago
Whisper
Whisper

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

#ai#openai#awesome-list
Stars2.3k
Forks126
Last commit1 month 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
Forks694
Last commit
audiomentations
audiomentationsPython

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

#sound#music#python-library
Stars2.3k
Forks218
Last commit9 days 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
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
Forks269
Last commit1 year 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
Stars2.2k
Forks450
Last commit23 hours ago
Optax
OptaxPython

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

#gradient-processing#jax#deep-learning
Stars2.2k
Forks324
Last commit1 day ago
Optax
OptaxPython

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

#gradient-processing#jax#python-library
Stars2.2k
Forks324
Last commit1 day ago
Feature Engine
Feature EnginePython

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

#open-source#feature-selection#data-science
Stars2.2k
Forks341
Last commit25 days 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
Forks273
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
Forks396
Last commit6 months 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
Forks181
Last commit1 year ago
Awesome Machine Learning with Ruby
Awesome Machine Learning with RubyRuby

A curated list of awesome libraries, data sources, tutorials, and resources for machine learning using the Ruby programming language.

#ruby-ecosystem#data-science#deep-learning
Stars2.2k
Forks181
Last commit
PyGAD
PyGADPython

PyGAD is a Python library for building genetic algorithms and optimizing machine learning models with Keras and PyTorch support.

#python-library#neural-network-training#pygad
Stars2.2k
Forks498
Last commit2 days ago
Hyperas
HyperasPython

A simple wrapper that combines Keras and Hyperopt for convenient hyperparameter optimization in deep learning models.

#hyperparameter-optimization#deep-learning#neural-networks
Stars2.2k
Forks317
Last commit3 years ago
Roboschool
RoboschoolPython

Open-source robot simulation software integrated with OpenAI Gym for reinforcement learning research.

#openai-gym#bulletsimulation#robot-simulation
Stars2.2k
Forks489
Last commit3 years ago
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
Stars2.2k
Forks266
Last commit
@magenta/music
@magenta/musicTypeScript

A collection of TypeScript libraries for music and art generation using pre-trained machine learning models in the browser.

#browser-ml#art-generation#sketch-generation
Stars2.1k
Forks338
Last commit6 days ago
JAX
JAX

A curated list of awesome libraries, projects, tutorials, and resources for the JAX machine learning ecosystem.

#scientific-computing#neural-network#jax
Stars2.1k
Forks164
Last commit3 months ago
garage - A toolkit for reproducible reinforcement learning research
garage - A toolkit for reproducible reinforcement learning researchPython

A toolkit and library for developing, evaluating, and reproducing reinforcement learning algorithms.

#ai#research-toolkit#experiment-tracking
Stars2.1k
Forks324
Last commit
.NET for Apache Spark
.NET for Apache SparkC#

.NET for Apache Spark provides high-performance .NET APIs for Apache Spark, enabling C# and F# developers to work with structured and streaming data.

#apache-spark#spark#dataframe
Stars2.1k
Forks329
Last commit1 month ago
Curated list of R tutorials for Data Science, NLP and Machine Learning
Curated list of R tutorials for Data Science, NLP and Machine LearningR

A curated collection of R tutorials, packages, and resources for Data Science, NLP, and Machine Learning.

#data-science#statistics#r-programming
Stars2.1k
Forks876
Last commit
cvxpylayers
cvxpylayersPython

A Python library for constructing differentiable convex optimization layers in PyTorch, JAX, and MLX using CVXPY.

#jax#deep-learning#convex-optimization
Stars2.1k
Forks190
Last commit1 day ago
universal-data-tool
universal-data-toolJavaScript

A web/desktop application for collaborative labeling and annotation of images, text, audio, documents, and other data types.

#dataset-creation#desktop-app#web-app
Stars2.1k
Forks193
Last commit1 year ago
robosat
robosatPython

An end-to-end Python pipeline for semantic segmentation of aerial and satellite imagery to extract features like buildings and roads.

#aerial-imagery#geospatial#neural-networks
Stars2.1k
Forks388
Last commit5 years ago
Visual Doom AI Competition
Visual Doom AI CompetitionC++

A platform for developing AI bots that play Doom using visual information, designed for reinforcement learning research.

#game-ai#doom#gymnasium
Stars2.0k
Forks441
Last commit1 month ago
awesome-latex-drawing
awesome-latex-drawingTeX

A collection of 30+ LaTeX drawing examples for Bayesian networks, graphical models, tensors, and academic illustrations.

#bayesian-networks#research-tools#academic-illustrations
Stars2.0k
Forks190
Last commit
TensorFlow Recommenders
TensorFlow RecommendersPython

A TensorFlow library for building, training, and deploying recommender system models with Keras.

#recommender-system#tensorflow-recommenders#python-library
Stars2.0k
Forks299
Last commit
WebDNN
WebDNNTypeScript

A framework for running deep neural network models directly in web browsers using ONNX format with WebGPU, WebGL, and WebAssembly backends.

#accelerate#webassembly#webgpu
Stars2.0k
Forks147
Last commit10 months ago
elyra
elyraPython

Elyra is a set of AI-centric extensions for JupyterLab that adds visual pipeline editing, batch job execution, and AI-assisted coding.

#jupyterlab-extension#ai#pipelines
Stars2.0k
Forks367
Last commit11 hours ago
Diffrax
DiffraxPython

A JAX-based library providing numerical differential equation solvers for ODEs, SDEs, and CDEs with autodifferentiation and GPU support.

#scientific-computing#differential-equations#jax
Stars2.0k
Forks178
Last commit2 days ago
langchain.rb
langchain.rbRuby

A Ruby library for building LLM-powered applications with a unified interface for multiple providers, RAG systems, and AI assistants.

#ai-assistant#gemini#agents
Stars2.0k
Forks260
Last commit1 month ago
Bytewax
BytewaxPython

A Python framework and Rust-based distributed processing engine for stateful event and stream processing.

#stream-processing#event-driven#data-science
Stars2.0k
Forks107
Last commit1 year ago
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