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/marian42/shapegan

Generative Adversarial Networks and Autoencoders for 3D Shapes

3d autoencoder gan generative-adversarial-network machine-learning pytorch sdf

Last synced: 01 Aug 2025

https://github.com/rlgraph/rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

deep-learning deep-reinforcement-learning dqn machine-learning neural-networks ppo pytorch reinforcement-learning tensorflow

Last synced: 03 Oct 2025

https://github.com/yinboc/dgp

Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019

knowledge-graph machine-learning pytorch zero-shot-learning

Last synced: 09 Apr 2025

https://github.com/apple/pfl-research

Simulation framework for accelerating research in Private Federated Learning

differential-privacy federated-learning federated-learning-framework machine-learning privacy

Last synced: 15 May 2025

https://github.com/apache/flink-ml

Machine learning library of Apache Flink

big-data flink java machine-learning ml python

Last synced: 15 Apr 2025

https://github.com/dpressel/dliss-tutorial

Tutorial for International Summer School on Deep Learning, 2019

deep-learning machine-learning nlp

Last synced: 09 Apr 2025

https://github.com/solegalli/feature-selection-for-machine-learning

Code repository for the online course Feature Selection for Machine Learning

data-science feature-selection machine-learning python

Last synced: 15 May 2025

https://github.com/yinboc/prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

few-shot-learning machine-learning pytorch

Last synced: 09 Apr 2025

https://github.com/liviu-/notebooks

Directory of Jupyter notebooks exploring various topics

deep-learning jupyter-notebook machine-learning

Last synced: 19 Jul 2025

https://github.com/beringresearch/ivis

Dimensionality reduction in very large datasets using Siamese Networks

data-visualization dimensionality-reduction machine-learning neural-network siamese-neural-network

Last synced: 25 Dec 2025

https://github.com/unity-technologies/robotics-object-pose-estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

autonomy computer-vision deep-learning machine-learning manipulation model-training motion-planning perception physics-simulation pose-estimation robotics robotics-simulation ros simulation synthetic-data trajectory-generation tutorial unity ur3-robot-arm urdf

Last synced: 06 Apr 2025

https://github.com/maxmon/abu_ml

机器学习技术研究室——by阿布量化小组

abu abupy machine-learning python

Last synced: 26 Mar 2025

https://github.com/gasteigerjo/ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

deep-learning gcn gnn graph-algorithms graph-classification graph-neural-networks machine-learning pagerank pytorch tensorflow

Last synced: 25 Oct 2025

https://github.com/charles-r-earp/autograph

A machine learning library for Rust.

cuda machine-learning neural-networks rust

Last synced: 16 May 2025

https://github.com/lightning-ai/tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

deep-learning jupyter-notebook lightning machine-learning notebooks python-scripts tutorials

Last synced: 16 May 2025

https://github.com/chriscummins/programl

A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

compiler-irs control-flow data-flow graph-neural-networks graph-representation llvm llvm-ir machine-learning programming-languages

Last synced: 13 Apr 2025

https://github.com/ml-tooling/ml-hub

🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.

data-science docker jupyter jupyterhub machine-learning python

Last synced: 06 Apr 2025

https://github.com/javascript-machine-learning/organization-overview

👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning

javascript machine-learning

Last synced: 01 Apr 2025

https://berkeleyautomation.github.io/gqcnn/

Python module for GQ-CNN training and deployment with ROS integration.

deep-learning gqcnn grasping machine-learning python robotics ros

Last synced: 08 May 2025

https://github.com/fastai/timmdocs

Documentation for Ross Wightman's timm image model library

deep-learning fastai machine-learning pytorch

Last synced: 24 Dec 2025

https://github.com/apple/ml-hierarchical-confusion-matrix

Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)

confusion-matrix data-visualization machine-learning visual-analytics

Last synced: 16 May 2025

https://github.com/sentdex/nnfs_book

Sample code from the Neural Networks from Scratch book.

deep-learning machine-learning neural-networks python python3

Last synced: 06 Apr 2025

https://github.com/nisaaragharia/advanced_rag

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

agent agents ai chatgpt genai langchain llama3 llm machine-learning nlp openai rag retrival-augmented vectordb

Last synced: 06 Apr 2025

https://github.com/fabio-sim/depth-anything-onnx

ONNX-compatible Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

deep-learning depth depth-anything depth-estimation machine-learning monocular-depth-estimation onnx onnxruntime pytorch

Last synced: 03 Apr 2025

https://github.com/mikgroup/sigpy

Python package for signal processing, with emphasis on iterative methods

compressed-sensing gpu iterative-algorithms machine-learning mri nufft optimization reconstruction rf-pulse-design signal-processing

Last synced: 03 Feb 2026

https://github.com/madelinegannon/example-mediapipe-udp

Connecting openFrameworks to Google MediaPipe Machine Learning Framework over UDP

cpp creative-coding google hand-tracking machine-learning mediapipe openframeworks udp

Last synced: 12 Jun 2025

https://github.com/xanaduai/quantum-neural-networks

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

deep-learning machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/Protosec-Research/BinaryChat

ChatWithBinary: Advanced AI-powered binary analysis tool leveraging OpenAI's LangChain technology, revolutionizing CTF Pwners' experience in binary file interpretation and vulnerability detection.

ctf ctf-tools langchain machine-learning openai pwn

Last synced: 06 Mar 2025

https://github.com/dramwig/flowline

Automated tool for running Python programs in a streamlined manner

automation experiment-management gpu-monitoring machine-learning python

Last synced: 14 Jan 2026

https://github.com/protosec-research/binarychat

ChatWithBinary: Advanced AI-powered binary analysis tool leveraging OpenAI's LangChain technology, revolutionizing CTF Pwners' experience in binary file interpretation and vulnerability detection.

ctf ctf-tools langchain machine-learning openai pwn

Last synced: 16 May 2025

https://github.com/rasahq/rasalit

Visualizations and helpers to improve and debug machine learning models for Rasa Open Source

machine-learning rasa research visualization

Last synced: 24 Oct 2025

https://github.com/pmh47/dirt

DIRT: a fast differentiable renderer for TensorFlow

differentiable-rendering machine-learning opengl rendering tensorflow vision

Last synced: 03 Apr 2026

https://github.com/alexeyab/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 09 Apr 2025

https://github.com/RasaHQ/rasalit

Visualizations and helpers to improve and debug machine learning models for Rasa Open Source

machine-learning rasa research visualization

Last synced: 26 Mar 2025

https://github.com/materialyzeai/m3gnet

Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.

deep-learning graph machine-learning materials-science neural-network

Last synced: 14 Dec 2025

https://github.com/mc2-project/mc2

A Platform for Secure Analytics and Machine Learning

analytics cloud machine-learning privacy secure-analytics secure-learning security

Last synced: 15 Jan 2026

https://github.com/elixir-nx/scholar

Traditional machine learning on top of Nx

elixir machine-learning

Last synced: 16 May 2025

https://github.com/kailaix/adcme.jl

Automatic Differentiation Library for Computational and Mathematical Engineering

automatic-differentiation machine-learning neural-networks numerical-pdes optimization scientific-computing tensorflow

Last synced: 22 Feb 2026

https://github.com/jonasgeiping/breaching

Breaching privacy in federated learning scenarios for vision and text

decentralized-learning federated-learning machine-learning privacy-audit pytorch security

Last synced: 06 Nov 2025

https://github.com/ChrisCummins/ProGraML

A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

compiler-irs control-flow data-flow graph-neural-networks graph-representation llvm llvm-ir machine-learning programming-languages

Last synced: 14 May 2025

https://github.com/deep-diver/llamaduo

This project showcases an LLMOps pipeline that fine-tunes a small-size LLM model to prepare for the outage of the service LLM.

large-language-models machine-learning

Last synced: 14 Apr 2025

https://github.com/dair-ai/nlp_newsletter

📰Natural language processing (NLP) newsletter

deep-learning machine-learning nlp

Last synced: 03 Mar 2026

https://github.com/AlexeyAB/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 20 Apr 2025

https://github.com/shehzaadzd/minerva

Meandering In Networks of Entities to Reach Verisimilar Answers

knowledge-graph machine-learning natural-language-processing reinforcement-learning

Last synced: 14 Apr 2025

https://github.com/maciejczyzewski/neural-chessboard

♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos ♔

chess chess-board computer-vision machine-learning

Last synced: 25 Jul 2025

https://github.com/aws/sagemaker-spark

A Spark library for Amazon SageMaker.

amazon-sagemaker aws machine-learning python sagemaker scala spark

Last synced: 14 May 2025

https://github.com/stable-baselines-team/stable-baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

baselines gym machine-learning openai openai-gym python reinforcement-learning rl stable-baselines toolbox

Last synced: 07 Oct 2025

https://github.com/SPFlow/SPFlow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

deep-learning graphical-models machine-learning mixture-model spn sum-product-networks tensorflow-models

Last synced: 19 Jul 2025

https://github.com/epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.

auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research

Last synced: 14 Jan 2026

https://github.com/Yuan-ManX/audio-development-tools

This is a list of sound, audio and music development tools which contains machine learning, audio generation, audio signal processing, sound synthesis, spatial audio, music information retrieval, music generation, speech recognition, speech synthesis, singing voice synthesis and more.

artificial-intelligence audio audio-generation audio-processing deep-learning dsp machine-learning music music-generation signal-processing speech speech-processing speech-synthesis

Last synced: 17 Mar 2025

https://github.com/astrumai/DeepLearningWithTF2.0

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

algorithms deep-learning jupyter-notebook machine-learning python tensorflow

Last synced: 18 Mar 2025

https://github.com/XanaduAI/quantum-neural-networks

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

deep-learning machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 01 May 2025

https://github.com/tingnie/machine-learning-in-action

个人使用jupyter notebook整理的peter的《机器学习实战》代码,使其更有层次感,更加连贯,也加了一些自己的修改,以及注释

jupyter-notebook machine-learning python2

Last synced: 10 Aug 2025

https://github.com/currentslab/extractnet

A fork of Dragnet that also extract author, headline, date, keywords from context, as well as built in metadata extraction all in one package

author-extraction content-extraction date-extraction machine-learning news news-articles news-extraction news-extractor python text-cleaning text-mining web-scraping webscraping

Last synced: 17 Mar 2026

https://github.com/priorlabs/tabpfn-extensions

Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗

data-science machine-learning tabpfn tabular-data

Last synced: 02 Jun 2026

https://github.com/MrPowerScripts/reddit-karma-farming-bot

"Is karma really that important to you? Damn bro, you need a life" - YouTube Comment

chatbot machine-learning reddit

Last synced: 03 Apr 2025

https://github.com/spflow/spflow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

deep-learning graphical-models machine-learning mixture-model spn sum-product-networks tensorflow-models

Last synced: 07 Mar 2026

https://github.com/ChandlerBang/Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

adversarial-attacks attack-defense deep-learning defense graph-mining graph-neural-networks graph-structure-recovery machine-learning pytorch semi-supervised-learning

Last synced: 21 Jul 2025

https://github.com/thudm/relaydiffusion

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

diffusion-models generative-model image-synthesis machine-learning

Last synced: 07 Apr 2025

https://github.com/jrieke/awesome-machine-learning-startups-berlin?tab=readme-ov-file

🤖 A curated list of machine learning & artificial intelligence startups in Berlin (Germany)

artificial-intelligence berlin berlin-startup-jobs deep-learning germany machine-learning startup startups

Last synced: 14 Oct 2025

https://github.com/jieyilong/tree-of-thought-puzzle-solver

The Tree of Thoughts (ToT) framework for solving complex reasoning tasks using LLMs

artificial-intelligence autogpt chatgpt chatgpt-api llm machine-learning tree-of-thought tree-of-thoughts

Last synced: 27 Dec 2025

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 20 Mar 2025