1.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+2,846 stars
from 16,211 · score 7.95
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 270 by Attention Score · Aug 6, 2026 – Nov 3, 2026 (UTC)
2.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+1,723 stars
from 16,933 · score 7.45
3.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
- machine-learning
- trading
- investment
- finance
- data-science
- investment-strategies
- +12 more
+1,519 stars
from 20,183 · score 7.33
4.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+1,401 stars
from 16,809 · score 7.25
5.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+1,128 stars
from 15,846 · score 7.03
6.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,124 stars
from 13,787 · score 7.03
7.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+823 stars
from 18,532 · score 6.71
8.microsoft / mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
- csharp
- java
- javascript
- mcp
- mcp-client
- mcp-security
- +8 more
+766 stars
from 16,831 · score 6.64
9.google-research / google-research
Google Research
+706 stars
from 38,395 · score 6.56
+694 stars
from 17,414 · score 6.54
11.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+672 stars
from 21,150 · score 6.51
12.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+652 stars
from 14,285 · score 6.48
13.ageron / handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
+631 stars
from 13,800 · score 6.45
14.UFund-Me / Qbot
[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant
- funds
- machine-learning
- pytrade
- quantitative-finance
- quantitative-trading
- quantization
- +11 more
+614 stars
from 18,160 · score 6.42
15.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+612 stars
from 11,058 · score 6.42
16.datawhalechina / llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
+610 stars
from 13,648 · score 6.42
17.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+573 stars
from 20,950 · score 6.35
18.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+539 stars
from 19,625 · score 6.29
19.facebookresearch / sam2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
+510 stars
from 19,587 · score 6.24
20.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+510 stars
from 13,825 · score 6.24
21.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
- machine-learning
- mlops
- model-deployment
- model-monitoring
- workflow-orchestration
+494 stars
from 15,027 · score 6.20
22.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+464 stars
from 21,137 · score 6.14
23.google-gemini / cookbook
Examples and guides for using the Gemini API
+410 stars
from 17,490 · score 6.02
24.pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
- pytorch
- speech-processing
- speaker-diarization
- speech-activity-detection
- speaker-change-detection
- speaker-embedding
- +5 more
+406 stars
from 10,351 · score 6.01
25.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+389 stars
from 15,797 · score 5.97
26.datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
- deep-reinforcement-learning
- reinforcement-learning
- dqn
- ppo
- a3c
- q-learning
- +8 more
+384 stars
from 14,482 · score 5.95
27.GoogleCloudPlatform / generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini platform
- generative-ai
- llm
- vertex-ai
- langchain
- gemini
- gemini-api
- +10 more
+373 stars
from 17,470 · score 5.92
28.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+364 stars
from 12,949 · score 5.90
29.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+334 stars
from 13,162 · score 5.81
30.langgptai / LangGPT
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树
- prompt-engineering
- chatgpt
- deeplearning
- framework
- gpt-4
- gpt3-prompts
- +8 more
+334 stars
from 12,337 · score 5.81
31.rlabbe / Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
+329 stars
from 19,142 · score 5.80
32.AkashSingh3031 / The-Complete-FAANG-Preparation
Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.
- interview-questions
- dsa
- dbms
- sql
- aptitude
- algorithms
- +14 more
+283 stars
from 12,022 · score 5.65
33.Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+273 stars
from 17,600 · score 5.61
34.evidentlyai / evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- data-drift
- jupyter-notebook
- pandas-dataframe
- machine-learning
- model-monitoring
- html-report
- +8 more
+273 stars
from 7,761 · score 5.61
35.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
- speech-recognition
- asr
- voice-recognition
- speech-to-text
- android
- ios
- +14 more
+257 stars
from 14,969 · score 5.55
36.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+250 stars
from 16,919 · score 5.53
37.shap / shap
A game theoretic approach to explain the output of any machine learning model.
- interpretability
- machine-learning
- deep-learning
- gradient-boosting
- shap
- shapley
- +1 more
+231 stars
from 25,615 · score 5.45
38.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+218 stars
from 9,270 · score 5.39
39.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+217 stars
from 17,918 · score 5.38
40.advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
- inpainting
- inpainting-methods
- inpainting-algorithm
- computer-vision
- cnn
- deep-learning
- +12 more
+212 stars
from 10,145 · score 5.36
+210 stars
from 12,349 · score 5.35
+206 stars
from 13,252 · score 5.33
43.datawhalechina / leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
- reinforcement-learning
- transformer
- +10 more
+201 stars
from 16,655 · score 5.31
44.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+193 stars
from 20,168 · score 5.27
45.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+172 stars
from 15,097 · score 5.15
46.guidance-ai / guidance
A guidance language for controlling large language models.
+163 stars
from 21,654 · score 5.10
47.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+152 stars
from 18,213 · score 5.03
48.IDEA-Research / Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
- open-vocabulary-detection
- open-vocabulary-segmentation
- data-generation
- automatic-labeling-system
- caption
- speech
- +2 more
+151 stars
from 17,639 · score 5.02
49.google-research / vision_transformer
No description provided by the repository host.
+144 stars
from 12,620 · score 4.98
+140 stars
from 10,962 · score 4.95
51.hxu296 / leetcode-company-wise-problems-2022
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.
+139 stars
from 11,256 · score 4.94
52.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+139 stars
from 10,619 · score 4.94
53.Biohub / esm
No description provided by the repository host.
+136 stars
from 2,877 · score 4.92
54.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+135 stars
from 16,242 · score 4.91
55.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+122 stars
from 14,883 · score 4.81
56.zergtant / pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+121 stars
from 21,620 · score 4.80
57.dennybritz / reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
+115 stars
from 22,062 · score 4.75
58.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+113 stars
from 4,386 · score 4.74
59.NLP-LOVE / ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
+111 stars
from 17,733 · score 4.72
60.ShusenTang / Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
- computer-vision
- natural-language-processing
- +1 more
+110 stars
from 19,415 · score 4.71
+110 stars
from 17,384 · score 4.71
62.MIT-LCP / mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
- mimic-iii
- critical-care
- icu
- physionet
+110 stars
from 3,323 · score 4.71
63.kubernetes / community
Kubernetes Community Documentation
+109 stars
from 12,944 · score 4.70
64.artidoro / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
+109 stars
from 10,955 · score 4.70
65.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+103 stars
from 17,529 · score 4.64
66.facebookresearch / seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
+98 stars
from 11,803 · score 4.60
67.CompVis / latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
+97 stars
from 14,088 · score 4.58
68.google / flax
Flax is a neural network library for JAX that is designed for flexibility.
+94 stars
from 7,271 · score 4.55
69.meta-llama / llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
+93 stars
from 18,487 · score 4.54
70.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+92 stars
from 10,923 · score 4.53
71.TeamHG-Memex / eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
- scikit-learn
- machine-learning
- xgboost
- lightgbm
- crfsuite
- inspection
- +4 more
+86 stars
from 2,771 · score 4.47
+86 stars
from 1,812 · score 4.47
73.AnswerDotAI / fasthtml
The fastest way to create an HTML app
+80 stars
from 6,981 · score 4.39
74.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+79 stars
from 2,978 · score 4.38
75.Vaibhavs10 / insanely-fast-whisper
No description provided by the repository host.
+77 stars
from 12,983 · score 4.36
76.NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
- computer-vision
- deep-learning
- drug-discovery
- forecasting
- large-language-models
- mxnet
- +9 more
+76 stars
from 14,794 · score 4.34
77.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+73 stars
from 11,705 · score 4.30
+71 stars
from 19,538 · score 4.28
79.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+69 stars
from 7,861 · score 4.25
+69 stars
from 3,575 · score 4.25
81.quantopian / pyfolio
Portfolio and risk analytics in Python
+67 stars
from 6,372 · score 4.22
82.apache / hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
- dataframe
- etl
- +13 more
+67 stars
from 2,555 · score 4.22
+66 stars
from 16,274 · score 4.20
84.huseinzol05 / Stock-Prediction-ModelsArchived
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
- lstm
- lstm-sequence
- evolution-strategies
- stock-prediction-models
- seq2seq
- trading-bot
- +9 more
+66 stars
from 9,443 · score 4.20
85.yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
- git-course
- mooc
- +5 more
+64 stars
from 6,541 · score 4.17
86.neonbjb / tortoise-tts
A multi-voice TTS system trained with an emphasis on quality
+62 stars
from 14,831 · score 4.14
87.rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
- data-mining
- python
- +2 more
+58 stars
from 12,607 · score 4.08
88.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+57 stars
from 14,880 · score 4.06
+57 stars
from 1,606 · score 4.06
90.aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
- sagemaker
- aws
- reinforcement-learning
- machine-learning
- deep-learning
- examples
- +5 more
+56 stars
from 10,945 · score 4.04
91.WongKinYiu / yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
- scaled-yolov4
- yolor
- yolov3
- yolov4
- yolov7
- darknet
- +1 more
+55 stars
from 14,102 · score 4.03
+55 stars
from 10,899 · score 4.03
93.rorysroes / SGX-Full-OrderBook-Tick-Data-Trading-Strategy
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
- high-frequency-trading
- limit-order-book
- python
- machine-learning
- feature-selection
- feature-engineering
- +13 more
+55 stars
from 2,316 · score 4.03
94.volkamerlab / teachopencadd
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
+54 stars
from 1,041 · score 4.01
95.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+53 stars
from 10,878 · score 3.99
96.h2oai / h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
- h2o
- machine-learning
- data-science
- deep-learning
- big-data
- ensemble-learning
- +14 more
+49 stars
from 7,471 · score 3.91
+49 stars
from 2,328 · score 3.91
98.unslothai / hyperlearn
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
- machine-learning
- python
- statistics
- scikit-learn
- statsmodels
- pytorch
- +10 more
+48 stars
from 2,481 · score 3.89
99.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+47 stars
from 7,355 · score 3.87
100.camenduru / stable-diffusion-webui-colab
stable diffusion webui colab
- stable-diffusion
- stable-diffusion-web-ui
- stable-diffusion-webui
- colab
- colab-notebook
- colaboratory
- +13 more
+45 stars
from 15,852 · score 3.83