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.

python-is-cool

Cool Python features for machine learning that I used to be too afraid...

564   3578   3578  

god-level-ai

A collection of scientific methods, processes, algorithms, and systems...

665   3560   3560  

ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, depl...

239   3559   3559  

lit

The Learning Interpretability Tool: Interactively analyze ML models to...

358   3532   3532  

ALAE

[CVPR2020] Adversarial Latent Autoencoders

556   3525   3525  

zvt

modular quant framework.

899   3512   3512  

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

319   3505   3505  

face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorc...

758   3499   3499  

hub

A library for transfer learning by reusing parts of TensorFlow models.

1658   3497   3497  

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

738   3496   3496  

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data s...

454   3482   3482  

adanet

Fast and flexible AutoML with learning guarantees.

529   3462   3462  

Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based...

268   3461   3461  

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representa...

346   3454   3454  

course-nlp

A Code-First Introduction to NLP course

1480   3442   3442  

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning an...

362   3438   3438  

scikit-llm

Seamlessly integrate LLMs into scikit-learn.

279   3438   3438  

hummingbird

Hummingbird compiles trained ML models into tensor computation for fas...

280   3427   3427  

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

592   3426   3426  

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

391   3421   3421  

awesome-robotic-tooling

Tooling for professional robotic development in C++ and Python with a...

505   3419   3419  

LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sens...

939   3388   3388  

Reco-papers

Classic papers and resources on recommendation

809   3363   3363  

AI_Tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推...

500   3362   3362  

deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to...

741   3359   3359  

pytracking

Visual tracking library based on PyTorch.

606   3349   3349  

towhee

Towhee is a framework that is dedicated to making neural data processi...

258   3346   3346  

Kiln

The easiest tool for fine-tuning LLM models, synthetic data generation...

232   3344   3344  

catalyst

Accelerated deep learning R&D

393   3342   3342  

picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

433   3337   3337  

lightly

A python library for self-supervised learning on images.

291   3335   3335  

tensorzero

TensorZero creates a feedback loop for optimizing LLM applications — t...

215   3334   3334  

ML-Notebooks

:fire: Machine Learning Notebooks

521   3333   3333  

higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learn...

558   3333   3333  

TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, trainin...

535   3328   3328  

vault-ai

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (Op...

305   3325   3325  

watermark-removal

a machine learning image inpainting task that instinctively removes wa...

393   3255   3255  

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in...

520   3252   3252  

Otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced vers...

212   3245   3245  

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anyth...

333   3242   3242  

machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

649   3232   3232  

Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

673   3230   3230  

EliteQuant

A list of online resources for quantitative modeling, trading, portfol...

592   3228   3228  

AiLearning-Theory-Applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含...

453   3215   3215  

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way...

553   3213   3213  

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release...

205   3199   3199  

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the...

412   3195   3195  

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machin...

1819   3183   3183  

zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data...

3543   3176   3176  

TensorFlowSharp

TensorFlow API for .NET languages

573   3151   3151