1.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
- pytorch
- ai
- +13 more
+16,621 stars
from 91,202 · score 9.72
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
30 repositories by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.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
+4,598 stars
from 17,114 · score 8.43
3.HandsOnLLM / Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
- artificial-intelligence
- book
- large-language-models
- llm
- llms
- oreilly
- +1 more
+4,265 stars
from 25,800 · score 8.36
4.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+3,295 stars
from 15,786 · score 8.10
5.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+2,763 stars
from 15,456 · score 7.92
6.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+2,699 stars
from 47,669 · score 7.90
7.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.
+1,463 stars
from 12,970 · score 7.29
8.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+830 stars
from 15,361 · score 6.72
9.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+678 stars
from 24,396 · score 6.52
10.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+650 stars
from 24,798 · score 6.48
11.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.
+594 stars
from 18,879 · score 6.39
12.datawhalechina / leedl-tutorial
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
- reinforcement-learning
- transformer
- +10 more
+462 stars
from 16,395 · score 6.14
13.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+397 stars
from 19,964 · score 5.99
14.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+284 stars
from 29,664 · score 5.65
15.ShusenTang / Dive-into-DL-PyTorch
TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
- computer-vision
- natural-language-processing
- +1 more
+255 stars
from 19,273 · score 5.55
16.zergtant / pytorch-handbook
TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+243 stars
from 21,494 · score 5.50
17.CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
- data-science
- statistics
+226 stars
from 27,976 · score 5.42
18.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+215 stars
from 10,801 · score 5.38
19.fengdu78 / lihang-code
TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)
+145 stars
from 19,462 · score 4.98
20.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+132 stars
from 25,479 · score 4.89
21.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
+113 stars
from 12,552 · score 4.74
22.yidao620c / python3-cookbook
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
+92 stars
from 11,930 · score 4.53
23.chenyuntc / pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
- pytorch
- pytorch-tutorials
- pytorch-tutorials-cn
- deep-learning
- neural-style
- charrnn
- +10 more
+83 stars
from 12,762 · score 4.43
24.ctgk / PRML
PRML algorithms implemented in Python
+66 stars
from 11,668 · score 4.20
25.dragen1860 / Deep-Learning-with-TensorFlow-book
TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.
- tensorflow
- tensorflow2
- deeplearning
- machinelearning
- python
- pytorch
- +2 more
+32 stars
from 13,167 · score 3.50
26.CambridgeUniversityPress / FirstCourseNetworkScience
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
- social-network
- indiana-university
- network-science
- textbook
- datasets
- python
- +2 more
+16 stars
from 425 · score 2.83
27.jamesmawm / mastering-python-for-finance-second-edition
Sources codes for: Mastering Python for Finance, Second Edition
- machine-learning
- python
- ai
+11 stars
from 461 · score 2.48
28.Rachnog / Advanced-Deep-Trading
Mostly experiments based on "Advances in financial machine learning" book
+8 stars
from 563 · score 2.20
29.BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
- logistic-regression
- book
- +5 more
+5 stars
from 4,424 · score 1.79
30.emptymalei / statisticalphysics
open source E-book on statistical physics
- statistical-physics
- statistical-mechanics
+2 stars
from 50 · score 1.10