1.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+7,617 stars
from 100,033 · score 8.94
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
56 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
+3,314 stars
from 88,618 · score 8.11
3.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
+1,554 stars
from 36,328 · score 7.35
4.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+1,353 stars
from 28,819 · score 7.21
5.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+1,269 stars
from 23,515 · score 7.15
6.AccumulateMore / CV
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
+1,174 stars
from 23,007 · score 7.07
7.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+1,086 stars
from 48,806 · score 6.99
8.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+936 stars
from 49,374 · score 6.84
9.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.
+761 stars
from 16,819 · score 6.64
10.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+669 stars
from 21,137 · score 6.51
11.jpmorganchase / python-training
Python training for business analysts and traders
+577 stars
from 13,745 · score 6.36
12.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+331 stars
from 25,113 · score 5.81
13.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.
+282 stars
from 12,022 · score 5.65
14.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
+260 stars
from 14,964 · score 5.56
15.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
+253 stars
from 16,916 · score 5.54
16.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+214 stars
from 17,917 · score 5.37
17.fastai / fastai
The fastai deep learning library
+213 stars
from 28,043 · score 5.37
18.trekhleb / homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
+173 stars
from 24,672 · score 5.16
19.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
+129 stars
from 14,877 · score 4.87
20.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+109 stars
from 4,386 · score 4.70
21.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
+92 stars
from 18,485 · score 4.53
22.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+90 stars
from 10,923 · score 4.51
23.TeamHG-Memex / eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
+86 stars
from 2,771 · score 4.47
24.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
+82 stars
from 24,335 · score 4.42
25.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+75 stars
from 25,534 · score 4.33
26.aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
+72 stars
from 43,671 · score 4.29
27.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.
+67 stars
from 2,555 · score 4.22
28.rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
+57 stars
from 12,607 · score 4.06
29.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.
+53 stars
from 2,316 · score 3.99
30.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.
+49 stars
from 7,471 · score 3.91
31.unslothai / hyperlearn
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
+48 stars
from 2,481 · score 3.89
32.yidao620c / python3-cookbook
《Python Cookbook》 3rd Edition Translation
+43 stars
from 11,981 · score 3.78
33.mozilla / TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
+38 stars
from 10,140 · score 3.66
34.ctgk / PRML
PRML algorithms implemented in Python
+37 stars
from 11,697 · score 3.64
35.AnswerDotAI / nbdev
Create delightful software with Jupyter Notebooks
+33 stars
from 5,290 · score 3.53
36.musicinformationretrieval / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
+29 stars
from 1,275 · score 3.40
37.EpistasisLab / tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
+27 stars
from 10,028 · score 3.33
38.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
+25 stars
from 4,033 · score 3.26
39.jupyter-naas / awesome-notebooks
[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
+23 stars
from 2,993 · score 3.18
40.dragen1860 / Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
+19 stars
from 13,181 · score 3.00
41.microsoft / tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
+17 stars
from 3,462 · score 2.89
42.stanfordmlgroup / ngboost
Natural Gradient Boosting for Probabilistic Prediction
+14 stars
from 1,886 · score 2.71
43.rsvp / fecon235
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
+11 stars
from 1,269 · score 2.48
44.ml-tooling / ml-workspace
🛠 All-in-one web-based IDE specialized for machine learning and data science.
+10 stars
from 3,539 · score 2.40
45.sanderlab / scPerturb
scPerturb: A resource and a python/R tool for single-cell perturbation data
+10 stars
from 182 · score 2.40
46.CambridgeUniversityPress / FirstCourseNetworkScience
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
+7 stars
from 433 · score 2.08
47.instillai / TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
+5 stars
from 16,253 · score 1.79
48.jamesmawm / mastering-python-for-finance-second-edition
Sources codes for: Mastering Python for Finance, Second Edition
+3 stars
from 469 · score 1.39
49.h2oai / h2o-tutorialsArchived
Tutorials and training material for the H2O Machine Learning Platform
+2 stars
from 1,495 · score 1.10
50.guillaume-chevalier / seq2seq-signal-prediction
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
+2 stars
from 1,081 · score 1.10
51.vizzuhq / ipyvizzu
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
+2 stars
from 967 · score 1.10
52.angelolab / ark-analysis
Integrated pipeline for multiplexed image analysis
+2 stars
from 108 · score 1.10
53.AmazaspShumik / sklearn-bayes
Python package for Bayesian Machine Learning with scikit-learn API
+1 stars
from 520 · score 0.69
54.filangelos / qtraderArchived
Reinforcement Learning for Portfolio Management
+1 stars
from 479 · score 0.69
55.quantium-ai / research
Research experiments exploring uncommon quant techniques.
+1 stars
from 68 · score 0.69
56.LigandPro / Bento
UV-first benchmark for protein-ligand docking with reproducible annotation, pocket similarity, and HPC workflows.
+1 stars
from 12 · score 0.69