1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+13,353 stars
from 62,894 · score 9.50
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 193 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.huggingface / transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
+1,872 stars
from 166,548 · score 7.54
3.wanshuiyin / Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
+1,561 stars
from 16,887 · score 7.35
4.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+1,543 stars
from 103,527 · score 7.34
5.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+1,036 stars
from 28,727 · score 6.94
6.d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
+932 stars
from 81,264 · score 6.84
7.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+932 stars
from 62,086 · score 6.84
8.microsoft / qlib
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
+860 stars
from 49,048 · score 6.76
9.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+724 stars
from 25,650 · score 6.59
10.GeeeekExplorer / nano-vllm
Nano vLLM
+592 stars
from 15,661 · score 6.39
11.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+483 stars
from 164,731 · score 6.18
12.roboflow / supervision
We write your reusable computer vision tools. 💜
+435 stars
from 51,019 · score 6.08
13.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+432 stars
from 332 · score 6.07
14.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+380 stars
from 11,396 · score 5.94
15.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+371 stars
from 45,830 · score 5.92
16.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+349 stars
from 43,610 · score 5.86
17.eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
+342 stars
from 32,906 · score 5.84
18.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+255 stars
from 29,727 · score 5.55
19.ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
+251 stars
from 43,923 · score 5.53
20.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+230 stars
from 34,614 · score 5.44
21.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+222 stars
from 17,785 · score 5.41
22.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+204 stars
from 58,043 · score 5.32
23.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+191 stars
from 25,352 · score 5.26
24.labmlai / annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
+178 stars
from 67,457 · score 5.19
25.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+165 stars
from 16,592 · score 5.11
26.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+152 stars
from 43,129 · score 5.03
27.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+151 stars
from 10,475 · score 5.02
28.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+147 stars
from 23,482 · score 5.00
29.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+146 stars
from 46,029 · score 4.99
30.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+124 stars
from 12,912 · score 4.83
31.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+120 stars
from 60,103 · score 4.80
32.Jack-Cherish / PythonPark
Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
+117 stars
from 11,778 · score 4.77
33.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+116 stars
from 30,008 · score 4.76
34.skypilot-org / skypilot
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
+116 stars
from 10,661 · score 4.76
35.zyddnys / manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)
+115 stars
from 10,448 · score 4.75
36.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+108 stars
from 12,031 · score 4.69
37.keras-team / keras
Deep Learning for humans
+104 stars
from 64,307 · score 4.65
38.apache / tvm
Open Machine Learning Compiler Framework
+101 stars
from 13,785 · score 4.62
39.deepchem / deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
+95 stars
from 7,022 · score 4.56
40.onnx / onnx
Open standard for machine learning interoperability
+94 stars
from 21,540 · score 4.55
41.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+93 stars
from 33,917 · score 4.54
42.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+92 stars
from 22,010 · score 4.53
43.deepfakes / faceswap
Deepfakes Software For All
+90 stars
from 57,508 · score 4.51
44.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+89 stars
from 11,033 · score 4.50
45.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+84 stars
from 8,731 · score 4.44
46.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+83 stars
from 10,596 · score 4.43
47.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+82 stars
from 31,355 · score 4.42
48.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+79 stars
from 13,814 · score 4.38
49.OpenMOSS / MOSS
An open-source, tool-augmented conversational language model from Fudan University
+79 stars
from 12,248 · score 4.38
50.mlfoundations / open_clip
An open source implementation of CLIP.
+72 stars
from 14,167 · score 4.29
51.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+69 stars
from 11,847 · score 4.25
52.deezer / spleeter
Deezer source separation library including pretrained models.
+68 stars
from 28,442 · score 4.23
53.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+68 stars
from 26,370 · score 4.23
54.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+65 stars
from 11,676 · score 4.19
55.recommenders-team / recommenders
Best Practices on Recommendation Systems
+61 stars
from 21,912 · score 4.13
56.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+60 stars
from 16,191 · score 4.11
57.Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
+60 stars
from 13,681 · score 4.11
58.floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
+57 stars
from 39,547 · score 4.06
59.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+56 stars
from 10,751 · score 4.04
60.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+50 stars
from 11,261 · score 3.93
61.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+49 stars
from 32,472 · score 3.91
62.donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
+46 stars
from 29,340 · score 3.85
63.Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
+45 stars
from 10,639 · score 3.83
64.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+43 stars
from 24,087 · score 3.78
65.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+43 stars
from 12,836 · score 3.78
66.TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
+42 stars
from 37,655 · score 3.76
67.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+42 stars
from 16,558 · score 3.76
68.BlinkDL / RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
+40 stars
from 14,728 · score 3.71
69.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+40 stars
from 9,532 · score 3.71
70.PennyLaneAI / pennylane
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
+40 stars
from 3,477 · score 3.71
71.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+38 stars
from 4,569 · score 3.66
72.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+37 stars
from 13,708 · score 3.64
73.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+37 stars
from 5,596 · score 3.64
74.evilsocket / pwnagotchi
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
+36 stars
from 9,210 · score 3.61
75.lucidrains / denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
+33 stars
from 10,691 · score 3.53
76.cvg / Hierarchical-Localization
Visual localization made easy with hloc
+33 stars
from 4,224 · score 3.53
77.hpcaitech / ColossalAI
Making large AI models cheaper, faster and more accessible
+32 stars
from 41,401 · score 3.50
78.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+31 stars
from 1,661 · score 3.47
79.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+29 stars
from 14,350 · score 3.40
80.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+28 stars
from 4,274 · score 3.37
81.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+27 stars
from 25,241 · score 3.33
82.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+25 stars
from 12,978 · score 3.26
83.sapientinc / HRM
Hierarchical Reasoning Model Official Release
+25 stars
from 12,641 · score 3.26
84.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+25 stars
from 11,767 · score 3.26
85.tatsu-lab / stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
+24 stars
from 30,207 · score 3.22
86.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+21 stars
from 10,610 · score 3.09
87.iperov / DeepFaceLabArchived
DeepFaceLab is the leading software for creating deepfakes.
+20 stars
from 19,254 · score 3.04
88.babysor / MockingBird
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
+19 stars
from 36,863 · score 3.00
89.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+19 stars
from 7,886 · score 3.00
90.scverse / scvi-tools
Deep probabilistic analysis of single-cell and spatial omics data
+19 stars
from 1,700 · score 3.00
91.birdnet-team / BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
+18 stars
from 1,723 · score 2.94
92.jankrepl / deepdow
Portfolio optimization with deep learning.
+17 stars
from 1,182 · score 2.89
93.dmlc / dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
+14 stars
from 14,276 · score 2.71
94.HIPS / autograd
Efficiently computes derivatives of NumPy code.
+14 stars
from 7,536 · score 2.71
95.stardist / stardist
StarDist - Object Detection with Star-convex Shapes
+14 stars
from 1,273 · score 2.71
96.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+13 stars
from 9,059 · score 2.64
97.deepmodeling / Uni-Mol
Official Repository for the Uni-Mol Series Methods
+13 stars
from 1,163 · score 2.64
98.MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
+12 stars
from 22,221 · score 2.56
99.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+12 stars
from 4,787 · score 2.56
100.svc-develop-team / so-vits-svcArchived
SoftVC VITS Singing Voice Conversion
+11 stars
from 28,057 · score 2.48