An open API service indexing awesome lists of open source software.

Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

https://github.com/aaronwangy/Data-Science-Cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

cheatsheet data-science machine-learning

Last synced: 10 Apr 2025

https://github.com/Trusted-AI/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

adversarial-attacks adversarial-examples adversarial-machine-learning ai artificial-intelligence attack blue-team evasion extraction inference machine-learning poisoning privacy python red-team trusted-ai trustworthy-ai

Last synced: 23 Mar 2025

https://github.com/tensorspace-team/tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

3d deep-learning keras machine-learning nerual-network tensorflow tfjs threejs visualization

Last synced: 14 May 2025

https://github.com/mdbloice/augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 13 May 2025

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 01 Apr 2025

https://github.com/humphd/have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

caffe image-classification machine-learning neural-network tutorial

Last synced: 14 May 2025

https://github.com/aaronwangy/data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

cheatsheet data-science machine-learning

Last synced: 26 Mar 2025

https://github.com/uber/causalml

Uplift modeling and causal inference with machine learning algorithms

causal-inference incubation machine-learning uplift-modeling

Last synced: 22 Apr 2025

https://github.com/faridrashidi/kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

awesome competition data-mining data-science kaggle machine-learning solutions

Last synced: 17 Jan 2025

https://github.com/rasbt/mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning

Last synced: 13 May 2025

https://github.com/srbhr/Resume-Matcher

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

applicant-tracking-system ats hacktoberfest machine-learning natural-language-processing nextjs python resume resume-builder resume-parser text-similarity typescript vector-search word-embeddings

Last synced: 26 Mar 2025

https://github.com/transcranial/keras-js

Run Keras models in the browser, with GPU support using WebGL

deep-learning javascript keras machine-learning neural-networks tensorflow webgl

Last synced: 14 May 2025

https://github.com/ibm/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

adversarial-attacks adversarial-examples adversarial-machine-learning ai artificial-intelligence attack blue-team evasion extraction inference machine-learning poisoning privacy python red-team trusted-ai trustworthy-ai

Last synced: 31 Dec 2024

https://github.com/XiaoMi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 20 Mar 2025

https://github.com/xiaomi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 14 May 2025

https://github.com/lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

learning-to-rank machine-learning matrix-factorization python recommender recommender-system

Last synced: 13 May 2025

https://github.com/blei-lab/edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 14 May 2025

https://github.com/nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 12 Apr 2025

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 05 Apr 2025

https://github.com/megengine/megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 14 May 2025

https://github.com/MegEngine/MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 20 Mar 2025

https://github.com/rasbt/python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

deep-learning machine-learning scikit-learn tensorflow

Last synced: 14 May 2025

https://github.com/laurentmazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 12 May 2025

https://github.com/thoughtfuldev/eagleeye

Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.

face-recognition machine-learning python3 social-media stalking

Last synced: 14 May 2025

https://github.com/spandan-madan/deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 14 May 2025

https://github.com/Spandan-Madan/DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 26 Mar 2025

https://github.com/ThoughtfulDev/EagleEye

Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.

face-recognition machine-learning python3 social-media stalking

Last synced: 27 Mar 2025

https://github.com/louisfb01/start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

artificial-intelligence cheat-sheets course coursera coursera-machine-learning data-science deep-learning learn-to-code learning learning-python linear-algebra machine-learning neural-networks practice probability-statistics read-articles tutorial tutorials youtube youtube-playlist

Last synced: 16 May 2025

https://github.com/apple/coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

coreml coremltools machine-learning model-conversion model-converter pytorch tensorflow

Last synced: 13 May 2025

https://github.com/rapidsai/cuml

cuML - RAPIDS Machine Learning Library

cuda gpu machine-learning machine-learning-algorithms nvidia

Last synced: 14 May 2025

https://github.com/tensorflow/lucid

A collection of infrastructure and tools for research in neural network interpretability.

colab interpretability jupyter-notebook machine-learning tensorflow visualization

Last synced: 19 Jan 2025

https://github.com/goq/telegram-list

List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов

bot coding community data-science data-science-club deep-learning devops devops-teams frontend hacker-news linux machine-learning microsoft news programming programming-languages smm telegram telegram-group theory

Last synced: 28 Mar 2025

https://github.com/LaurentMazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 19 Mar 2025

https://github.com/pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

closember deep-learning hacktoberfest machine-learning metrics neural-network python pytorch

Last synced: 13 May 2025

https://github.com/volcano-sh/volcano

A Cloud Native Batch System (Project under CNCF)

ai batch-systems bigdata gene golang hpc kubernetes machine-learning serving training

Last synced: 13 May 2025

https://github.com/fluxml/flux.jl

Relax! Flux is the ML library that doesn't make you tensor

data-science deep-learning flux machine-learning neural-networks the-human-brain

Last synced: 14 May 2025

https://github.com/boltzmannentropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 15 May 2025

https://github.com/carperai/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

machine-learning pytorch reinforcement-learning

Last synced: 14 May 2025

https://github.com/CarperAI/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

machine-learning pytorch reinforcement-learning

Last synced: 13 Mar 2025

https://github.com/FluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

data-science deep-learning flux machine-learning neural-networks the-human-brain

Last synced: 15 Mar 2025

https://github.com/nateraw/stable-diffusion-videos

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

ai-art huggingface huggingface-diffusers machine-learning stable-diffusion

Last synced: 14 May 2025

https://github.com/dotnet/machinelearning-samples

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

algorithms csharp dotnet machine-learning ml

Last synced: 09 Apr 2025

https://github.com/lancedb/lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

apache-arrow computer-vision data-analysis data-analytics data-centric data-format data-science dataops deep-learning duckdb embeddings llms machine-learning mlops python rust

Last synced: 05 May 2025

https://github.com/BoltzmannEntropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 27 Mar 2025

https://github.com/okfn-brasil/serenata-de-amor

🕵 Artificial Intelligence for social control of public administration | **This repository does not receive frequent updates. Check out the README**

artificial-intelligence civic-tech data-science machine-learning open-data politics

Last synced: 14 May 2025

https://github.com/astorfi/TensorFlow-World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 24 Mar 2025

https://github.com/astorfi/tensorflow-world

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 14 May 2025

https://github.com/seldonio/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

aiops deployment kubernetes machine-learning machine-learning-operations mlops production-machine-learning serving

Last synced: 14 May 2025

https://github.com/accord-net/framework

Machine learning, computer vision, statistics and general scientific computing for .NET

c-sharp computer-vision ffmpeg framework image-processing machine-learning neural-network nuget statistics support-vector-machines unity3d visual-studio

Last synced: 24 Jan 2025

https://github.com/SeldonIO/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

aiops deployment kubernetes machine-learning machine-learning-operations mlops production-machine-learning serving

Last synced: 27 Mar 2025

https://github.com/dair-ai/mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

ai deep-learning machine-learning mathematics ml

Last synced: 26 Mar 2025

https://github.com/dair-ai/Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

ai deep-learning machine-learning mathematics ml

Last synced: 26 Mar 2025

https://github.com/esimov/pigo

Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.

computer-vision eye-detection face-detection facial-landmarks golang machine-learning opencv pixel-intensity-comparison pupil-detection wasm webassembly

Last synced: 13 May 2025

https://github.com/oaid/tengine

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64

Last synced: 13 May 2025

https://github.com/alirezadir/production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 14 May 2025

https://github.com/binroot/tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow

Last synced: 14 May 2025

https://github.com/BinRoot/TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow

Last synced: 20 Mar 2025

https://github.com/OAID/Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64

Last synced: 20 Mar 2025

https://github.com/trigaten/learn_prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 13 May 2025

https://github.com/tensorflow/datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

data dataset datasets jax machine-learning numpy tensorflow

Last synced: 12 May 2025

https://github.com/janhuenermann/neurojs

A JavaScript deep learning and reinforcement learning library.

deep-learning javascript machine-learning neural-network reinforcement-learning self-driving-car

Last synced: 14 May 2025

https://github.com/trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 24 Mar 2025

https://github.com/districtdatalabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer

Last synced: 13 May 2025

https://github.com/alirezadir/Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 16 Apr 2025

https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving

Last synced: 13 May 2025

https://github.com/jwarmenhoven/islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

islr islr-python machine-learning predictive-modeling statistical-learning

Last synced: 12 Apr 2025

https://github.com/andri27-ts/reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 15 May 2025