Most popular machine-learning repositories and open source projects

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.

AutoViz

Automatically Visualize any dataset, any size with a single line of co...

208   1791   1791  

nerfies

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies...

242   1791   1791  

NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP p...

726   1791   1791  

uTensor

TinyML AI inference library

232   1791   1791  

llm-applications

A comprehensive guide to building RAG-based LLM applications for produ...

249   1786   1786  

TradeMaster

TradeMaster is an open-source platform for quantitative trading empowe...

361   1784   1784  

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and com...

252   1783   1783  

oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-tim...

405   1782   1782  

spago

Self-contained Machine Learning and Natural Language Processing librar...

88   1780   1780  

diamond

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcemen...

124   1777   1777  

opacus

Training PyTorch models with differential privacy

364   1775   1775  

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the...

262   1774   1774  

pykeen

🤖 A Python library for learning and evaluating knowledge graph embedd...

195   1771   1771  

BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Langua...

160   1771   1771  

machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathem...

622   1764   1764  

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

307   1764   1764  

Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

400   1764   1764  

TensorComprehensions

A domain specific language to express machine learning workloads.

212   1759   1759  

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

141   1758   1758  

trainer

Distributed ML Training and Fine-Tuning on Kubernetes

766   1747   1747  

dstack

dstack is a lightweight, open-source alternative to Kubernetes & Slurm...

171   1745   1745  

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analys...

156   1744   1744  

lightning

Large-scale linear classification, regression and ranking in Python

214   1744   1744  

lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and ru...

212   1742   1742  

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Betwe...

314   1741   1741  

awesome-phd-advice

Collection of advice for prospective and current PhD students

129   1736   1736  

scikit-learn-tips

:robot::zap: 50 scikit-learn tips

435   1729   1729  

AB3DMOT

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-O...

406   1728   1728  

NeuralNote

Audio Plugin for Audio to MIDI transcription using deep learning.

94   1728   1728  

spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

305   1724   1724  

awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datas...

232   1722   1722  

modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

285   1721   1721  

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

320   1719   1719  

WikiSQL

A large annotated semantic parsing corpus for developing natural langu...

325   1714   1714  

bert_score

BERT score for text generation

228   1714   1714  

TensorFlow2.0-Examples

🙄 Difficult algorithm, Simple code.

674   1713   1713  

langchainrb

Build LLM-powered applications in Ruby

230   1712   1712  

Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of sta...

434   1708   1708  

NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-...

474   1707   1707  

machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

458   1705   1705  

bytewax

Python Stream Processing

77   1700   1700  

ml-retreat

Machine Learning Journal for Intermediate to Advanced Topics.

168   1699   1699  

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨mod...

312   1698   1698  

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

615   1696   1696  

Awesome-Deep-Learning-Resources

Rough list of my favorite deep learning resources, useful for revisiti...

290   1695   1695  

ngboost

Natural Gradient Boosting for Probabilistic Prediction

230   1694   1694  

rf-detr

RF-DETR is a real-time object detection model architecture developed b...

156   1694   1694  

project_alias

Alias is a teachable “parasite” that is designed to give users more co...

100   1691   1691  

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challen...

865   1690   1690  

qxresearch-event-1

Python hands on tutorial with 50+ Python Application (10 lines of code...

593   1690   1690