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Deep Learning

9 repositories

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python 24,800 4,469 Updated Aug 18, 2024

《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。

Python 65,411 11,213 Updated Jul 30, 2024

Homepage for STAT 157 at UC Berkeley

Jupyter Notebook 3,720 1,472 Updated Feb 16, 2021

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 10,020 1,912 Updated Feb 1, 2025

Pytorch implementation of GRU-ODE-Bayes

Jupyter Notebook 227 50 Updated May 26, 2022

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

Python 1,109 185 Updated Jan 6, 2024

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Python 38,684 7,337 Updated Nov 27, 2022

A playbook for systematically maximizing the performance of deep learning models.

27,921 2,300 Updated Jun 18, 2024

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

PostScript 18,429 2,233 Updated Nov 13, 2024