1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+2,440 stars
from 73,807 · score 7.80
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 135 by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.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.
+388 stars
from 18,060 · score 5.96
3.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+329 stars
from 11,447 · score 5.80
4.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.
+259 stars
from 168,161 · score 5.56
5.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+240 stars
from 26,134 · score 5.48
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.
+204 stars
from 49,704 · score 5.32
7.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+188 stars
from 62,830 · score 5.24
8.aa1143 / NamiGPT
零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 | Build GPT-2 from scratch in PyTorch, step by step
+175 stars
from 0 · score 5.17
9.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+135 stars
from 29,628 · score 4.91
10.GeeeekExplorer / nano-vllm
Nano vLLM
+128 stars
from 16,125 · score 4.86
11.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.
+120 stars
from 33,128 · score 4.80
12.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。
+106 stars
from 82,090 · score 4.67
13.roboflow / supervision
We write your reusable computer vision tools. 💜
+93 stars
from 51,361 · score 4.54
14.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+84 stars
from 46,117 · score 4.44
15.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+73 stars
from 43,886 · score 4.30
16.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+70 stars
from 165,144 · score 4.26
17.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.
+52 stars
from 44,122 · score 3.97
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.
+51 stars
from 29,931 · score 3.95
19.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+51 stars
from 713 · score 3.95
20.xingjian-bai / opal
OPAL: a reactive optimizer. A coding agent rewrites the optimizer while your model trains.
+51 stars
from 204 · score 3.95
21.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+45 stars
from 25,498 · score 3.83
22.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+37 stars
from 34,807 · score 3.64
23.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, ... 🧠
+35 stars
from 67,600 · score 3.58
24.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+35 stars
from 13,001 · score 3.58
25.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+34 stars
from 46,141 · score 3.56
26.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+34 stars
from 17,973 · score 3.56
27.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
28.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+30 stars
from 16,727 · score 3.43
29.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+29 stars
from 23,600 · score 3.40
30.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.
+29 stars
from 10,748 · score 3.40
31.deepchem / deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
+29 stars
from 7,088 · score 3.40
32.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+26 stars
from 58,221 · score 3.30
33.apache / tvm
Open Machine Learning Compiler Framework
+24 stars
from 13,862 · score 3.22
34.OpenMOSS / MOSS
An open-source, tool-augmented conversational language model from Fudan University
+24 stars
from 12,303 · score 3.22
35.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+24 stars
from 12,115 · score 3.22
36.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)
+24 stars
from 10,539 · score 3.22
37.keras-team / keras
Deep Learning for humans
+23 stars
from 64,388 · score 3.18
38.mlfoundations / open_clip
An open source implementation of CLIP.
+23 stars
from 14,216 · score 3.18
39.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+22 stars
from 30,102 · score 3.14
40.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+20 stars
from 10,606 · score 3.04
41.onnx / onnx
Open standard for machine learning interoperability
+17 stars
from 21,617 · score 2.89
42.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。
+17 stars
from 11,878 · score 2.89
43.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+17 stars
from 11,724 · score 2.89
44.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+16 stars
from 33,994 · score 2.83
45.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+16 stars
from 13,877 · score 2.83
46.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+16 stars
from 12,863 · score 2.83
47.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+15 stars
from 22,087 · score 2.77
48.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+15 stars
from 10,664 · score 2.77
49.Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
+13 stars
from 13,728 · score 2.64
50.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+13 stars
from 11,903 · score 2.64
51.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+12 stars
from 60,211 · score 2.56
52.floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
+12 stars
from 39,592 · score 2.56
53.deezer / spleeter
Deezer source separation library including pretrained models.
+12 stars
from 28,498 · score 2.56
54.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+12 stars
from 10,795 · score 2.56
55.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+12 stars
from 8,803 · score 2.56
56.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+11 stars
from 11,781 · score 2.48
57.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+11 stars
from 4,596 · score 2.48
58.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+11 stars
from 1,681 · score 2.48
59.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+10 stars
from 11,112 · score 2.40
60.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+10 stars
from 9,562 · score 2.40
61.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+9 stars
from 26,429 · score 2.30
62.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+9 stars
from 16,242 · score 2.30
63.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+9 stars
from 14,370 · score 2.30
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/
+9 stars
from 10,675 · score 2.30
65.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+8 stars
from 43,273 · score 2.20
66.recommenders-team / recommenders
Best Practices on Recommendation Systems
+8 stars
from 21,965 · score 2.20
67.lucidrains / denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
+8 stars
from 10,716 · score 2.20
68.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.
+8 stars
from 3,509 · score 2.20
69.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+7 stars
from 10,624 · score 2.08
70.evilsocket / pwnagotchi
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
+7 stars
from 9,239 · score 2.08
71.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+7 stars
from 4,295 · score 2.08
72.cvg / Hierarchical-Localization
Visual localization made easy with hloc
+7 stars
from 4,250 · score 2.08
73.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+6 stars
from 32,515 · score 1.95
74.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.
+6 stars
from 14,762 · score 1.95
75.deepfakes / faceswap
Deepfakes Software For All
+5 stars
from 57,593 · score 1.79
76.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+5 stars
from 31,432 · score 1.79
77.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+5 stars
from 13,740 · score 1.79
78.sapientinc / HRM
Hierarchical Reasoning Model Official Release
+5 stars
from 12,661 · score 1.79
79.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+5 stars
from 5,628 · score 1.79
80.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+5 stars
from 4,794 · score 1.79
81.jankrepl / deepdow
Portfolio optimization with deep learning.
+5 stars
from 1,194 · score 1.79
82.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+4 stars
from 3,822 · score 1.61
83.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
+4 stars
from 1,540 · score 1.61
84.stefanoviana / deepalpha
AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.
+4 stars
from 50 · score 1.61
85.hpcaitech / ColossalAI
Making large AI models cheaper, faster and more accessible
+3 stars
from 41,430 · score 1.39
86.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+3 stars
from 25,265 · score 1.39
87.dmlc / dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
+3 stars
from 14,287 · score 1.39
88.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+3 stars
from 13,000 · score 1.39
89.hoya012 / deep_learning_object_detection
A paper list of object detection using deep learning.
+3 stars
from 11,375 · score 1.39
90.benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
+3 stars
from 2,993 · score 1.39
91.danielegrattarola / spektral
Graph Neural Networks with Keras and Tensorflow 2.
+3 stars
from 2,397 · score 1.39
92.takuseno / d3rlpy
An offline deep reinforcement learning library
+3 stars
from 1,685 · score 1.39
93.Mariewelt / OpenChem
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
+3 stars
from 756 · score 1.39
94.chainer / chainer-chemistry
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
+3 stars
from 710 · score 1.39
95.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.
+2 stars
from 29,384 · score 1.10
96.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+2 stars
from 11,309 · score 1.10
97.keras-team / autokeras
AutoML library for deep learning
+2 stars
from 9,338 · score 1.10
98.deepchecks / deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
+2 stars
from 4,067 · score 1.10
99.Trusted-AI / AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
+2 stars
from 2,879 · score 1.10
100.benedekrozemberczki / awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
+2 stars
from 1,839 · score 1.10