1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+31,039 stars
from 45,208 · score 10.34
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 220 by Attention Score · Aug 5, 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.
+5,624 stars
from 162,796 · score 8.63
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.
+4,354 stars
from 14,094 · score 8.38
4.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+3,330 stars
from 101,740 · score 8.11
5.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+3,138 stars
from 59,880 · score 8.05
6.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.
+3,115 stars
from 46,793 · score 8.04
7.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。
+3,079 stars
from 79,117 · score 8.03
8.roboflow / supervision
We write your reusable computer vision tools. 💜
+2,959 stars
from 48,495 · score 7.99
9.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+2,218 stars
from 27,545 · score 7.70
10.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+1,752 stars
from 24,622 · score 7.47
11.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+1,671 stars
from 163,543 · score 7.42
12.GeeeekExplorer / nano-vllm
Nano vLLM
+1,516 stars
from 14,737 · score 7.32
13.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+1,163 stars
from 15,594 · score 7.06
14.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.
+950 stars
from 32,298 · score 6.86
15.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+910 stars
from 45,291 · score 6.81
16.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.
+854 stars
from 43,320 · score 6.75
17.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+833 stars
from 43,126 · score 6.73
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.
+781 stars
from 29,201 · score 6.66
19.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+727 stars
from 34,117 · score 6.59
20.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+653 stars
from 57,594 · score 6.48
21.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, ... 🧠
+597 stars
from 67,038 · score 6.39
22.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+551 stars
from 17,456 · score 6.31
23.deepfakes / faceswap
Deepfakes Software For All
+545 stars
from 57,053 · score 6.30
24.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+541 stars
from 42,740 · score 6.30
25.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+531 stars
from 23,098 · score 6.28
26.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+508 stars
from 25,035 · score 6.23
27.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+505 stars
from 45,670 · score 6.23
28.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+491 stars
from 11,285 · score 6.20
29.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+451 stars
from 10,175 · score 6.11
30.onnx / onnx
Open standard for machine learning interoperability
+426 stars
from 21,208 · score 6.06
31.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+389 stars
from 12,647 · score 5.97
32.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.
+377 stars
from 10,400 · score 5.93
33.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)
+362 stars
from 10,201 · score 5.89
34.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+358 stars
from 59,865 · score 5.88
35.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+348 stars
from 21,754 · score 5.86
36.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+347 stars
from 29,777 · score 5.85
37.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。
+318 stars
from 11,577 · score 5.77
38.keras-team / keras
Deep Learning for humans
+305 stars
from 64,106 · score 5.72
39.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+293 stars
from 11,846 · score 5.68
40.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+289 stars
from 33,721 · score 5.67
41.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+282 stars
from 8,533 · score 5.65
42.apache / tvm
Open Machine Learning Compiler Framework
+275 stars
from 13,611 · score 5.62
43.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
44.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+241 stars
from 10,881 · score 5.49
45.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+240 stars
from 10,439 · score 5.48
46.deezer / spleeter
Deezer source separation library including pretrained models.
+238 stars
from 28,272 · score 5.48
47.mlfoundations / open_clip
An open source implementation of CLIP.
+238 stars
from 14,001 · score 5.48
48.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+234 stars
from 31,203 · score 5.46
49.deepchem / deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
+230 stars
from 6,887 · score 5.44
50.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+222 stars
from 16,029 · score 5.41
51.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+222 stars
from 13,671 · score 5.41
52.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+204 stars
from 11,712 · score 5.32
53.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+194 stars
from 23,936 · score 5.27
54.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+190 stars
from 11,551 · score 5.25
55.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+187 stars
from 26,251 · score 5.24
56.Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
+185 stars
from 13,556 · score 5.23
57.recommenders-team / recommenders
Best Practices on Recommendation Systems
+180 stars
from 21,793 · score 5.20
58.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+168 stars
from 32,353 · score 5.13
59.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.
+166 stars
from 29,220 · score 5.12
60.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+158 stars
from 16,442 · score 5.07
61.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.
+157 stars
from 14,611 · score 5.06
62.floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
+153 stars
from 39,451 · score 5.04
63.TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
+148 stars
from 37,549 · score 5.00
64.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/
+145 stars
from 10,539 · score 4.98
65.OpenMOSS / MOSS
An open-source, tool-augmented conversational language model from Fudan University
+142 stars
from 12,185 · score 4.96
66.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.
+139 stars
from 3,378 · score 4.94
67.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+125 stars
from 11,186 · score 4.84
68.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+123 stars
from 13,622 · score 4.82
69.hpcaitech / ColossalAI
Making large AI models cheaper, faster and more accessible
+121 stars
from 41,312 · score 4.80
70.evilsocket / pwnagotchi
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
+112 stars
from 9,134 · score 4.73
71.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+110 stars
from 9,462 · score 4.71
72.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+110 stars
from 5,523 · score 4.71
73.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+108 stars
from 12,771 · score 4.69
74.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+104 stars
from 25,164 · score 4.65
75.sapientinc / HRM
Hierarchical Reasoning Model Official Release
+104 stars
from 12,562 · score 4.65
76.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+102 stars
from 4,505 · score 4.63
77.cvg / Hierarchical-Localization
Visual localization made easy with hloc
+101 stars
from 4,156 · score 4.62
78.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+98 stars
from 12,905 · score 4.60
79.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+89 stars
from 4,213 · score 4.50
80.babysor / MockingBird
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
+87 stars
from 36,795 · score 4.48
81.birdnet-team / BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
+87 stars
from 1,654 · score 4.48
82.lucidrains / denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
+86 stars
from 10,638 · score 4.47
83.tatsu-lab / stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
+69 stars
from 30,162 · score 4.25
84.iperov / DeepFaceLabArchived
DeepFaceLab is the leading software for creating deepfakes.
+69 stars
from 19,205 · score 4.25
85.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+69 stars
from 11,723 · score 4.25
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.
+65 stars
from 10,566 · score 4.19
87.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+65 stars
from 7,840 · score 4.19
88.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+63 stars
from 14,316 · score 4.16
89.MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
+59 stars
from 22,174 · score 4.09
90.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+58 stars
from 1,634 · score 4.08
91.Project-AgML / AgML
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
+54 stars
from 296 · score 4.01
92.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+52 stars
from 9,020 · score 3.97
93.scverse / scvi-tools
Deep probabilistic analysis of single-cell and spatial omics data
+52 stars
from 1,667 · score 3.97
94.stardist / stardist
StarDist - Object Detection with Star-convex Shapes
+50 stars
from 1,237 · score 3.93
95.jina-ai / serve
☁️ Build multimodal AI applications with cloud-native stack
+47 stars
from 21,803 · score 3.87
96.rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
+46 stars
from 11,135 · score 3.85
97.tensorflow / tensor2tensorArchived
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
+43 stars
from 17,429 · score 3.78
98.davidsandberg / facenet
Face recognition using Tensorflow
+42 stars
from 14,317 · score 3.76
99.google-deepmind / sonnet
TensorFlow-based neural network library
+42 stars
from 9,932 · score 3.76
100.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+42 stars
from 3,784 · score 3.76