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Machine Learning

1845 projects

Showing 36 of 1845 projects

shapash
shapashJupyter Notebook

A Python library that makes machine learning models interpretable and transparent through user-friendly visualizations and a web application.

#shap#python-library#explainability
Stars3.2k
Forks389
Last commit4 days ago
Determined
DeterminedGo

An open-source machine learning platform for distributed training, hyperparameter tuning, experiment tracking, and resource management.

#distributed-training#hyperparameter-optimization#hyperparameter-tuning
Stars3.2k
Forks372
Last commit
captcha_trainer
captcha_trainerPython

A deep learning framework for training image classification models to solve complex captcha and OCR tasks.

#deep-learning#captcha-recognition#cnn
Stars3.2k
Forks823
Last commit8 months ago
BRAX
BRAXJupyter Notebook

A fast, differentiable physics engine built with JAX for massively parallel rigid body simulation on accelerator hardware.

#robotics#research-tool#jax
Stars3.2k
Forks345
Last commit16 days ago
tslearn
tslearnPython

A Python machine learning toolkit for time series analysis with scikit-learn compatible API.

#python-library#data-science#machine-learning-algorithms
Stars3.2k
Forks374
Last commit1 day ago
TensorFlowSharp
TensorFlowSharpC#

A .NET binding to the TensorFlow C API for running existing machine learning models in C# and F#.

#xamarin#mono#f-sharp
Stars3.1k
Forks562
Last commit2 years ago
igel
igelPython

a delightful machine learning tool that allows you to train, test, and use models without writing code

#neural-network#machine-learning-library#sklearn
Stars3.1k
Forks208
Last commit7 months ago
TRFL
TRFLPython

A TensorFlow library providing building blocks for implementing Reinforcement Learning agents.

#deep-learning#rl-agents#tensorflow
Stars3.1k
Forks385
Last commit3 years ago
SweetViz
SweetVizPython

A Python library for automated exploratory data analysis (EDA) with high-density visualizations and target analysis in two lines of code.

#statistical-analysis#data-science#automated-reporting
Stars3.1k
Forks288
Last commit3 months ago
Awesome OCR
Awesome OCR

A curated list of awesome open-source OCR software, libraries, datasets, and literature.

#text-extraction#open-source#historical-documents
Stars3.1k
Forks376
Last commit2 years ago
xLearn
xLearnC++

A high-performance, easy-to-use, and scalable machine learning package for linear models, factorization machines, and field-aware factorization machines.

#ffm#high-performance#python-library
Stars3.1k
Forks515
Last commit2 years ago
Neuromatch Academy
Neuromatch AcademyJupyter Notebook

An open-source computational neuroscience course with tutorials, exercises, and interactive materials for students and researchers.

#scientific-computing#neuroscience#neuroscience-research
Stars3.1k
Forks1.1k
Last commit
rust-bert
rust-bertRust

A Rust-native port of Hugging Face Transformers providing ready-to-use NLP pipelines and transformer models like BERT, GPT2, and T5.

#transformer#transformer-models#deep-learning
Stars3.1k
Forks248
Last commit6 months ago
shogun
shogunC++

A unified and efficient machine learning toolbox with C++ core and multi-language interfaces, developed since 1999.

#multi-language#research-tool#data-science
Stars3.1k
Forks1.0k
Last commit2 years ago
StellarGraph
StellarGraphPython

A Python library for machine learning on graphs and networks, offering state-of-the-art algorithms for tasks like node classification and link prediction.

#networkx#graph-neural-networks#node-classification
Stars3.1k
Forks442
Last commit
Awesome Image Classification
Awesome Image Classification

A curated list of deep learning image classification papers and their code implementations since 2014.

#research-papers#deep-learning#papers
Stars3.1k
Forks607
Last commit4 years ago
stats
statsGo

A comprehensive, dependency-free statistics library for Go with extensive mathematical functions and thorough testing.

#regression-analysis#mathematics#statistics
Stars3.0k
Forks174
Last commit7 days ago
tf-agents
tf-agentsPython

A TensorFlow library for implementing, deploying, and testing Contextual Bandits and Reinforcement Learning algorithms.

#python-library#contextual-bandits#deep-learning
Stars3.0k
Forks754
Last commit6 months ago
weld
weldRust

A language and runtime that optimizes performance of data-intensive applications by lazily building and optimizing computations across libraries.

#cross-library#performance-optimization#workflow-optimization
Stars3.0k
Forks252
Last commit
Awesome Robotics Libraries
Awesome Robotics LibrariesPython

A curated list of robotics libraries, simulators, and software for developers and researchers.

#robotics#robot-control#simulation
Stars3.0k
Forks493
Last commit3 days ago
Awesome robotics libraries
Awesome robotics librariesPython

A curated list of robotics libraries, simulators, and software for developers and researchers.

#robotics#simulation#open-source
Stars3.0k
Forks493
Last commit3 days ago
m2cgen
m2cgenPython

Transpile trained machine learning models into native code (Java, C, Python, Go, etc.) with zero dependencies.

#haskell#transpiler#lightning
Stars3.0k
Forks264
Last commit2 years ago
pytorch_geometric_temporal
pytorch_geometric_temporalPython

A PyTorch library for spatiotemporal signal processing with dynamic and temporal graph neural networks.

#graph-neural-networks#temporal-graphs#deep-learning
Stars3.0k
Forks405
Last commit
QuantResearch
QuantResearchJupyter Notebook

A collection of Python notebooks and tools for quantitative finance research, including backtesting, machine learning, and portfolio optimization.

#backtesting#algorithmic-trading#deep-learning
Stars3.0k
Forks571
Last commit
Awesome Deep Learning Music
Awesome Deep Learning MusicTeX

A curated list of scientific articles, theses, and reports on deep learning applied to music information retrieval and generation.

#music-technology#lists#audio-analysis
Stars3.0k
Forks346
Last commit
Deepnote
DeepnoteTypeScript

An open-source, AI-first data notebook that extends Jupyter with a sleek UI, reactive execution, and native data integrations.

#version-control#jupyterhub#data-science
Stars3.0k
Forks198
Last commit1 day ago
MIT Information Extraction Toolkit
MIT Information Extraction ToolkitC++

A free, state-of-the-art library and toolkit for named entity extraction and binary relation detection from text.

#relation-extraction#java-library#python-library
Stars3.0k
Forks532
Last commit9 months ago
Equinox
EquinoxPython

A JAX library for neural networks and scientific computing with PyTorch-like syntax and full ecosystem compatibility.

#scientific-computing#gradient-based-optimization#jax
Stars2.9k
Forks207
Last commit25 days ago
Swift
SwiftSwift

A Swift community-driven package for interacting with the OpenAI API and other compatible providers.

#ai#community-driven#ai-integration
Stars2.9k
Forks514
Last commit3 days ago
Keras Tuner
Keras TunerPython

An easy-to-use, scalable hyperparameter optimization framework for Keras models with define-by-run syntax and built-in search algorithms.

#hyperparameter-optimization#python-library#deep-learning
Stars2.9k
Forks404
Last commit7 months ago
TorchAudio
TorchAudioPython

An audio library for PyTorch providing data manipulation, transformations, and dataset loaders for machine learning applications.

#deep-learning#signal-processing#gpu-acceleration
Stars2.9k
Forks787
Last commit1 day ago
Nx
NxElixir

Multi-dimensional arrays (tensors) and numerical definitions for Elixir, enabling machine learning and scientific computing.

#multi-dimensional-arrays#scientific-computing#elixir
Stars2.9k
Forks227
Last commit2 days ago
Awesome Anomaly Detection
Awesome Anomaly Detection

A curated list of research papers, datasets, and resources for anomaly detection in time-series, video, and image data.

#anomaly#research-papers#outlier-detection
Stars2.9k
Forks511
Last commit3 years ago
thinc
thincPython

A lightweight deep learning library with a functional API for composing models, compatible with PyTorch, TensorFlow, and MXNet.

#ai#functional-programming#spacy
Stars2.9k
Forks294
Last commit3 months ago
cnn_captcha
cnn_captchaPython

A TensorFlow-based CNN solution for recognizing character-based CAPTCHAs, providing training, validation, and API modules.

#flask#captcha-recognition#python
Stars2.9k
Forks785
Last commit3 years ago
ESM3
ESM3Jupyter Notebook

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

#transformer#scientific-computing#aws-sagemaker
Stars2.9k
Forks367
Last commit
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