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Awesome

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/ludwigstumpp/llm-leaderboard

A joint community effort to create one central leaderboard for LLMs.

leaderboard llm machine-learning nlp

Last synced: 27 Aug 2025

https://github.com/CederGroupHub/chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov

atomistic-simulations charge-distribution charge-transport computational-materials-science force-fields graph-neural-networks machine-learning

Last synced: 04 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: 26 Sep 2025

https://github.com/mbeyeler/opencv-python-blueprints

M. Beyeler (2015). OpenCV with Python Blueprints: Design and develop advanced computer vision projects using OpenCV with Python, Packt Publishing Ltd., ISBN 978-178528269-0.

computer-vision image-processing machine-learning opencv python

Last synced: 02 Sep 2025

https://github.com/R-js/blasjs

Pure Javascript manually written :ok_hand: implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.

blas complex-matrix conjugate conjugate-matrix determinant generalized-linear-model lapack linear-algebra linear-regression machine-learning mathlab matrix neural-network transpose-matrix vector vector-algebra

Last synced: 25 Apr 2025

https://github.com/dotnet/mbmlbook

Sample code for the Model-Based Machine Learning book.

machine-learning probabilistic-graphical-models probabilistic-models probabilistic-programming

Last synced: 07 Apr 2025

https://github.com/microsoft/hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

ai azure azureml deep-learning health healthcare machine-learning ml mlops python

Last synced: 18 Aug 2025

https://github.com/nyanp/nyaggle

Code for Kaggle and Offline Competitions

experiment-tracking feature-engineering kaggle machine-learning ml

Last synced: 04 Apr 2025

https://github.com/Epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.

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

Last synced: 08 May 2025

https://github.com/r-js/blasjs

Pure Javascript manually written :ok_hand: implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.

blas complex-matrix conjugate conjugate-matrix determinant generalized-linear-model lapack linear-algebra linear-regression machine-learning mathlab matrix neural-network transpose-matrix vector vector-algebra

Last synced: 05 Apr 2025

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: 09 Apr 2025

https://github.com/sekwiatkowski/Komputation

Komputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.

artificial-intelligence convolutional-neural-networks cuda framework gpu jvm kotlin machine-learning neural-networks nlp nvidia recurrent-neural-networks seq2seq

Last synced: 01 Apr 2025

https://github.com/IBM/MAX-Object-Detector

Localize and identify multiple objects in a single image.

coco-dataset docker-image machine-learning machine-learning-models tensorflow-model

Last synced: 13 May 2025

https://github.com/lupantech/mathvista

MathVista: data, code, and evaluation for Mathematical Reasoning in Visual Contexts

ai4math large-language-models large-multimadality-models machine-learning mathematics mathqa science visual-question-answering

Last synced: 16 May 2025

https://github.com/Bluefog-Lib/bluefog

Distributed and decentralized training framework for PyTorch over graph

asynchronous decentralized deeplearning distributed-computing machine-learning mpi nccl one-sided pytorch

Last synced: 19 Jul 2025

https://github.com/drivendataorg/deon

A command line tool to easily add an ethics checklist to your data science projects.

data-ethics data-science ethics machine-learning

Last synced: 04 Apr 2025

https://github.com/nateraw/huggingpics

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

huggingface machine-learning pytorch vision-transformers

Last synced: 05 Apr 2025

https://github.com/prodramp/DeepWorks

A collection of Deep Learning projects and resources

artificial-intelligence deep-learning generative-models llm machine-learning pytorch tensorflow

Last synced: 26 Mar 2025

https://github.com/cheind/dest

:panda_face: One Millisecond Deformable Shape Tracking Library (DEST)

face-alignment face-detector machine-learning vision

Last synced: 19 Jun 2025

https://github.com/tensorlang/tensorlang

Tensorlang, a differentiable programming language based on TensorFlow

automatic-differentiation deep-learning machine-learning programming-language tensorflow

Last synced: 19 Jul 2025

https://github.com/pinto0309/simple-onnx-processing-tools

A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change opset, change to the specified input order, addition of OP, RGB to BGR conversion, change batch size, batch rename of OP, and JSON convertion for ONNX models.

machine-learning model-converter models onnx onnx-models python

Last synced: 04 Apr 2025

https://github.com/diambra/arena

DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation

artificial-intelligence competitions deep-learning deep-reinforcement-learning esports machine-learning reinforcement-learning tournaments video-games

Last synced: 26 Mar 2025

https://github.com/openml/openml-python

OpenML's Python API for a World of Data and More 💫

benchmarking data datascience machine-learning meta-learning openml python tabular-data

Last synced: 10 Apr 2025

https://github.com/azure/kubeflow-labs

👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

distributed-tensorflow docker jupyter-notebook jupyterhub kubeflow kubernetes machine-learning tensorflow tensorflow-serving

Last synced: 07 Oct 2025

https://github.com/aws/aws-step-functions-data-science-sdk-python

Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS

aws machine-learning python stepfunctions

Last synced: 14 May 2025

https://github.com/dodiku/AudioOwl

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

analysis audio audio-features beat-detection beats data feature-extraction machine-learning mir ml music music-information-retrieval pip pypi python rnn sample-rate tempo

Last synced: 14 Apr 2025

https://github.com/spotify/pythonflow

:snake: Dataflow programming for python.

dataflow machine-learning python

Last synced: 05 Apr 2025

https://github.com/Dyakonov/PZAD

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

data-mining data-science data-visualization education lectures machine-learning ml russian slides

Last synced: 19 Jul 2025

https://github.com/skyduy/CNN_keras

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

captcha cnn-keras machine-learning multilabel-classification pytorch-cnn

Last synced: 07 May 2025

https://github.com/ersilia-os/ersilia

The Ersilia Model Hub, a repository of AI/ML models for infectious and neglected disease research.

drug-discovery global-south machine-learning model-hub neglected-tropical-disease open-source

Last synced: 01 Feb 2026

https://github.com/apachecn/ntu-hsuantienlin-ml

:book: 台湾大学林轩田机器学习笔记

hsuan-tien-lin lecture-notes machine-learning ntu

Last synced: 14 Dec 2025

https://github.com/PINTO0309/simple-onnx-processing-tools

A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change opset, change to the specified input order, addition of OP, RGB to BGR conversion, change batch size, batch rename of OP, and JSON convertion for ONNX models.

machine-learning model-converter models onnx onnx-models python

Last synced: 20 Mar 2025

https://github.com/dgkim5360/the-elements-of-statistical-learning-notebooks

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

jupyter-notebooks machine-learning matplotlib neural-network python3 pytorch scipy statistical-learning textbook

Last synced: 09 Apr 2025

https://github.com/rickiepark/hg-mldl

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 16 May 2025

https://github.com/ml4code/ml4code.github.io

Website for "A Survey of Machine Learning for Big Code and Naturalness"

deep-learning machine-learning ml4code naturalness survey

Last synced: 09 Jul 2025

https://github.com/DeNA/HandyRL

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

deep-learning distributed-training games machine-learning policy-gradient pytorch reinforcement-learning

Last synced: 03 Apr 2025

https://github.com/bigmlcom/python

Python bindings for BigML.io

api bigml machine-learning ml python

Last synced: 16 May 2025

https://github.com/dena/handyrl

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

deep-learning distributed-training games machine-learning policy-gradient pytorch reinforcement-learning

Last synced: 16 May 2025

https://github.com/glm-tools/pyglmnet

Python implementation of elastic-net regularized generalized linear models

data-science elastic-net glm lasso machine-learning python

Last synced: 18 Feb 2026

https://github.com/williamfalcon/tensorflow-gpu-install-ubuntu-16.04

Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning

deep-learning machine-learning nouveau nvidia-driver tensorflow tensorflow-gpu ubuntu

Last synced: 01 Sep 2025

https://github.com/Ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 18 Jul 2025

https://github.com/hsankesara/deepresearch

This repository is the collection of research papers in Deep learning, computer vision and NLP.

computer-vision deep-learning keras machine-learning nlp nueral-networks python3 research-paper

Last synced: 09 Apr 2025

https://github.com/GoodAI/BrainSimulator

Brain Simulator is a platform for visual prototyping of artificial intelligence architectures.

ai brain-simulator cuda machine-learning

Last synced: 08 Jul 2025

https://github.com/tomaszrewak/ml-games

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

game game-engine genetic-algorithm machine-learning machine-learning-games neural-network reinforcement-learning

Last synced: 27 Jul 2025

https://github.com/amanovishnu/ineuron-full-stack-data-science-assignments

this repository features assignments and projects from the iNeuron full stack data science course, providing valuable resources for learners to enhance their skills and apply their knowledge.

computer-vision data-science datascience deep-learning exploratory-data-analysis linear-regression machine-learning natural-language-processing python recommender-system sql statistics

Last synced: 08 Apr 2025

https://github.com/microsoft/NimbusML

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 18 Apr 2025

https://github.com/lean-dojo/reprover

Retrieval-Augmented Theorem Provers for Lean

lean lean4 machine-learning theorem-proving

Last synced: 16 Jan 2026

https://github.com/zhongkaifu/RNNSharp

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

c-sharp crf deep-learning dotnet lstm machine-learning nlp recurrent-neural-networks rnn rnn-model sequence-labeling

Last synced: 06 Aug 2025

https://github.com/ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 16 May 2025

https://github.com/zhongkaifu/rnnsharp

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

c-sharp crf deep-learning dotnet lstm machine-learning nlp recurrent-neural-networks rnn rnn-model sequence-labeling

Last synced: 08 Apr 2025

https://github.com/regel/loudml

Loud ML is the first open-source AI solution for ICT and IoT automation

database deep-learning machine-learning monitoring tensorflow time-series time-series-prediction

Last synced: 14 Mar 2025

https://github.com/hayatoy/ml-forex-prediction

Predicting Forex Future Price with Machine Learning

forex-prediction machine-learning ml python scikit-learn

Last synced: 06 Apr 2025

https://github.com/gomlx/gomlx

GoMLX: An Accelerated Machine Learning Framework For Go

go golang machine-learning neural-network xla

Last synced: 26 Dec 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: 04 May 2025

https://github.com/hmunachi/nanodl

A Jax-based library for designing and training transformer models from scratch.

attention attention-mechanism deep-learning distributed-training flax gpt jax llama machine-learning mistral nlp transformer

Last synced: 05 Apr 2025

https://github.com/jrieke/streamlit-analytics

👀 Track & visualize user interactions with your streamlit app

analytics data-visualization google-analytics machine-learning monitoring streamlit webapp

Last synced: 12 Apr 2025

https://github.com/microsoft/nimbusml

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 07 Oct 2025

https://github.com/anuj-glitch/disease-prediction-using-django-and-machine-learning

**A end to end project - Powered by Django and Machine Learning** - This project aims to provide a web platform to predict the occurrences of disease on the basis of various symptoms. The user can select various symptoms and can find the diseases and consult to the doctor online.

disease-prediction django django-application machine-learning symptoms

Last synced: 07 Apr 2025

https://github.com/apache/tvm-vta

Open, Modular, Deep Learning Accelerator

hardware machine-learning tensor tvm vta

Last synced: 05 Apr 2025

https://github.com/extreme-bert/extreme-bert

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

bert deep-learning language-model language-models machine-learning natural-language-processing nlp python pytorch transformer

Last synced: 09 May 2025

https://github.com/andrewkchan/deepseek.cpp

CPU inference for the DeepSeek family of large language models in pure C++

cpp deepseek llama llm llm-inference machine-learning transformers

Last synced: 16 May 2025

https://github.com/fregu856/3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch

Last synced: 19 Jul 2025

https://github.com/lagodiuk/decision-tree-js

Small JavaScript implementation of ID3 Decision tree

decision-tree machine-learning random-forest

Last synced: 03 Apr 2025

https://github.com/zhenye-na/machine-learning-uiuc

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

deep-learning deep-reinforcement-learning machine-learning python reinforcement-learning tensorflow

Last synced: 09 Apr 2025

https://github.com/amanovishnu/ineuron-full-stack-data-science-assignment-collection

this repository features assignments and projects from the iNeuron full stack data science course, providing valuable resources for learners to enhance their skills and apply their knowledge.

computer-vision data-science datascience deep-learning exploratory-data-analysis linear-regression machine-learning natural-language-processing python recommender-system sql statistics

Last synced: 28 Feb 2025

https://github.com/LudwigStumpp/llm-leaderboard

A joint community effort to create one central leaderboard for LLMs.

leaderboard llm machine-learning nlp

Last synced: 01 Apr 2025

https://github.com/rentruewang/bocoel

Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.

bayesian-optimization benchmarking evaluation language-model llm machine-learning

Last synced: 05 Apr 2025

https://github.com/andrewkchan/yalm

Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O

cpp cuda inference-engine llama llamacpp llm llm-inference machine-learning mistral

Last synced: 12 Apr 2025

https://github.com/philipperemy/deep-learning-tinder

Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).

deep-learning machine-learning tinder

Last synced: 07 Apr 2025

https://github.com/materialsvirtuallab/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 Apr 2025

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-kubernetes 48 awesome-artificial-intelligence 90 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-Embedded 306 Awesome-CoreML-Models 60 awesome-multimodal-ml 480 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 463 useful-java-links 807 Awesome-Prompt-Engineering 455 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 142 awesome-mlops 314 Awesome-Geospatial 1,521 awesome-ai-ml-resources 130 awesome-opensource-ai 884 awesome-robotic-tooling 939 Awesome-Quant-Machine-Learning-Trading 125 awesome-quantum-machine-learning 267 awesome-python-data-science 382 awesome-ai-residency 91 awesome-TS-anomaly-detection 55 awesome-ml-courses 40 awesome-deep-learning-music 248 awesome-robotics-libraries 232 awesome-anomaly-detection 138 Computer-Science-Resources 51 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-argo 405 awesome-chatgpt 169 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 awesome_time_series_in_python 69 machine-learning-with-ruby 216 awesome-ml4co 615 awesome-jax 218
Machine learning Categories
Papers 10,982 Uncategorized 7,947 Books 4,036 fl in top-tier journal 3,220 Scalability 2,960 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Vision 2,031 Repos 1,845 Table of Contents 1,656 fl in top ml conference and journal 1,564 Blog Posts 1,538 Paper List 1,494 Year 2022 1,438 Articles & Blogs 1,156 Publications-and-Preprints 1,154 Attack 1,063 Computational Information Geometry 1,052 Research Papers 1,025 Videos 926