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/raghakot/keras-vis

Neural network visualization toolkit for keras

deep-learning keras machine-learning neural-networks tensorflow theano visualization

Last synced: 14 May 2025

https://github.com/arm-software/computelibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

aarch64 android arm armv7 armv8 computer-vision cpp linux machine-learning neon neural-network opencl simd sve

Last synced: 14 Jun 2025

https://github.com/keithito/tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

machine-learning python speech-synthesis tacotron tensorflow tts

Last synced: 07 Oct 2025

https://github.com/mintlify/writer

✍️ AI powered documentation writer

intellij-plugin machine-learning productivity vscode-extension

Last synced: 11 Dec 2025

https://github.com/rbhatia46/Data-Science-Interview-Resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

artificial-intelligence data-science data-science-interview interview-questions interview-resources learning-resources machine-learning machine-learning-interview

Last synced: 10 Apr 2025

https://github.com/cartucho/map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo

Last synced: 14 May 2025

https://github.com/avinashkranjan/amazing-python-scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

artificial-intelligence hacktoberfest machine-learning projects python python-projects python-scripts speech webcam

Last synced: 25 Apr 2025

https://github.com/datawhalechina/thorough-pytorch

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

deep-learning machine-learning python pytorch

Last synced: 13 May 2025

https://github.com/mit-nlp/mitie

MITIE: library and tools for information extraction

c-plus-plus information-extraction java machine-learning natural-language-processing python

Last synced: 14 May 2025

https://github.com/libffcv/ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

data-science machine-learning pytorch

Last synced: 14 May 2025

https://github.com/Cartucho/mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo

Last synced: 21 Apr 2025

https://github.com/mit-nlp/MITIE

MITIE: library and tools for information extraction

c-plus-plus information-extraction java machine-learning natural-language-processing python

Last synced: 15 Mar 2025

https://github.com/NVIDIA/TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

cuda deep-learning fp4 fp8 gpu jax machine-learning python pytorch

Last synced: 16 Nov 2025

https://github.com/louisfb01/best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 05 Apr 2025

https://github.com/louisfb01/best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 15 May 2025

https://github.com/horance-liu/tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

deeplearning machine-learning tensorflow

Last synced: 15 May 2025

https://github.com/avinashkranjan/Amazing-Python-Scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

artificial-intelligence hacktoberfest machine-learning projects python python-projects python-scripts speech webcam

Last synced: 17 Mar 2025

https://github.com/jisungk/deepjazz

Deep learning driven jazz generation using Keras & Theano!

deep-learning jazz keras lstm machine-learning music neural-networks rnn theano

Last synced: 15 May 2025

https://github.com/maif/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

ethical-artificial-intelligence explainability explainable-ml interpretability lime machine-learning python shap transparency

Last synced: 30 Jan 2026

https://github.com/MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

ethical-artificial-intelligence explainability explainable-ml interpretability lime machine-learning python shap transparency

Last synced: 26 Mar 2025

https://github.com/weslynn/alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

deep-learning image-classification machine-learning neural-network

Last synced: 14 May 2025

https://github.com/bethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow

Last synced: 14 May 2025

https://github.com/visualize-ml/book7_visualizations-for-machine-learning

Book_7_《机器学习》 | 鸢尾花书:从加减乘除到机器学习;欢迎批评指正

baysian data-science linear-algebra machine-learning machine-learning-algorithms matrix

Last synced: 15 May 2025

https://github.com/hegelai/prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search

Last synced: 14 May 2025

https://github.com/root-project/root

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

c-plus-plus cling data-analysis geometry graphics hacktoberfest interpreter machine-learning mathematics parallel physics python root root-cern statistics visualization

Last synced: 12 Mar 2026

https://github.com/openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

computer-vision deep-learning inference machine-learning openvino

Last synced: 01 Jul 2025

https://github.com/eugeneyan/ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey

Last synced: 23 Mar 2025

https://github.com/guillaume-be/rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

Last synced: 14 May 2025

https://github.com/pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

deep-learning embedded gpu machine-learning mobile neural-network tensor

Last synced: 11 May 2025

https://github.com/huggingface/knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

computer-vision cv deep-learning machine-learning natural-language-processing neural-networks nlp nlproc python python36 train

Last synced: 07 Oct 2025

https://github.com/eventual-inc/daft

Distributed data engine for Python/SQL designed for the cloud, powered by Rust

big-data data-engineering data-science dataframe distributed-computing machine-learning python rust

Last synced: 14 May 2026

https://github.com/weslynn/AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

deep-learning image-classification machine-learning neural-network

Last synced: 26 Mar 2025

https://github.com/BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

Last synced: 14 Mar 2025

https://github.com/bayeswitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

Last synced: 14 May 2025

https://github.com/bigscience-workshop/promptsource

Toolkit for creating, sharing and using natural language prompts.

machine-learning natural-language-processing nlp

Last synced: 14 May 2025

https://github.com/bghira/simpletuner

A general fine-tuning kit geared toward image/video/audio diffusion models.

diffusers diffusion-models fine-tuning flux-dev machine-learning stable-diffusion

Last synced: 14 Apr 2026

https://github.com/leptonai/leptonai

A Pythonic framework to simplify AI service building

artificial-intelligence cloud deep-learning gpu machine-learning python

Last synced: 07 May 2026

https://github.com/yuchenlin/rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

bibliography bibtex latex machine-learning natural-language-processing publication research-paper

Last synced: 13 May 2025

https://github.com/rasbt/deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

artificial-intelligence data-science deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 13 Apr 2025

https://github.com/ARM-software/ComputeLibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

aarch64 android arm armv7 armv8 computer-vision cpp linux machine-learning neon neural-network opencl simd sve

Last synced: 15 Mar 2025

https://github.com/stemrollerapp/stemroller

Isolate vocals, drums, bass, and other instrumental stems from any song

audio-processing bass deep-learning demucs drums electron javascript machine-learning python source-separation vocals

Last synced: 14 May 2025

https://github.com/teamhg-memex/eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

crfsuite data-science explanation inspection lightgbm machine-learning nlp python scikit-learn xgboost

Last synced: 15 May 2025

https://github.com/saharmor/dalle-playground

A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

artificial artificial-intelligence dall-e dalle dalle-mini gan machine-learning openai stable-diffusion text-to-image transformers

Last synced: 14 May 2025

https://github.com/NiuTrans/MTBook

《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

deep-learning machine-learning machine-translation natural-language-processing neural-machine-translation statistical-machine-translation tex

Last synced: 27 Apr 2025

https://github.com/kichangkim/deepdanbooru

AI based multi-label girl image classification system, implemented by using TensorFlow.

danbooru machine-learning tensorflow

Last synced: 14 May 2025

https://github.com/TeamHG-Memex/eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

crfsuite data-science explanation inspection lightgbm machine-learning nlp python scikit-learn xgboost

Last synced: 19 Apr 2025

https://github.com/Microsoft/DMTK

Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

Last synced: 09 May 2025

https://github.com/microsoft/DMTK

Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

Last synced: 13 Mar 2025

https://github.com/niutrans/mtbook

《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

deep-learning machine-learning machine-translation natural-language-processing neural-machine-translation statistical-machine-translation tex

Last synced: 12 Feb 2026

https://github.com/pytorch/tensorrt

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt

Last synced: 16 Apr 2026

https://github.com/machine-learning-tokyo/interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 28 Jan 2026

https://github.com/aakashkumarnain/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

annotations deep-learning machine-learning research research-paper

Last synced: 26 Jan 2026

https://github.com/shashankvemuri/finance

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

algorithmic-trading data-science finance machine-learning pandas python quantitative-finance stock stock-market stocks technical-indicators trading-strategies

Last synced: 14 May 2025

https://github.com/mars-project/mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost

Last synced: 25 Apr 2025

https://github.com/Machine-Learning-Tokyo/Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 26 Mar 2025

https://github.com/AakashKumarNain/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

annotations deep-learning machine-learning research research-paper

Last synced: 27 Mar 2025

https://github.com/teddylee777/machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

deep-learning gan jupyter-notebook lectures machine-learning machine-learning-study natural-language-processing neural-network neural-networks pandas pandas-tutorial python python3 pytorch pytorch-tutorial tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 udacity

Last synced: 14 May 2025

https://github.com/BragAI/bRAG-langchain

Everything you need to know to build your own RAG application

agentic-rag ai chatbot llm machine-learning python rag

Last synced: 31 Mar 2025

https://github.com/whylabs/whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

ai-pipelines analytics approximate-statistics calculate-statistics constraints data-constraints data-pipeline data-quality data-science dataops dataset logging machine-learning ml-pipelines mlops model-performance python statistical-properties

Last synced: 13 May 2025

https://github.com/nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 13 Feb 2026

https://github.com/charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 15 May 2025

https://github.com/Charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 14 Apr 2025

https://github.com/Eventual-Inc/Daft

Distributed data engine for Python/SQL designed for the cloud, powered by Rust

big-data data-engineering data-science dataframe distributed-computing machine-learning python rust

Last synced: 09 Apr 2025

https://github.com/cloud-annotations/cloud-annotations

🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.

cloud-annotations detection hacktoberfest ibm-cloud label-images machine-learning tensorflow training

Last synced: 15 May 2025

https://github.com/mljs/ml

Machine learning tools in JavaScript

javascript machine-learning ml

Last synced: 22 Apr 2025

https://github.com/Nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 04 Apr 2025

https://github.com/pytorch/audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audio audio-processing io machine-learning python pytorch speech

Last synced: 05 May 2025

https://github.com/deepnote/deepnote

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

artificial-intelligence data data-analysis data-science data-visualization deepnote eda jupyter jupyterhub jupyterlab machine-learning notebooks python r sql

Last synced: 12 Mar 2026

https://github.com/alvinreal/awesome-opensource-ai

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

agents ai artificial-intelligence awesome awesome-list generative-ai llm machine-learning mlops open-source open-source-ai rag

Last synced: 17 Apr 2026