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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。

Jupyter Notebook 18,564 5,416 Updated Oct 14, 2021

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Jupyter Notebook 7,397 3,746 Updated Jan 8, 2025

Book about interpretable machine learning

Jupyter Notebook 4,830 1,063 Updated Jan 24, 2025

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

Jupyter Notebook 3,794 820 Updated Mar 17, 2023

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Jupyter Notebook 2,500 601 Updated Sep 12, 2024

Seminars DeepBayes Summer School 2018

Jupyter Notebook 1,046 273 Updated Aug 24, 2019

Working, locally-running, low-cost implementation of Generative Agents: Interactive Simulacra of Human Behavior.

Jupyter Notebook 949 152 Updated Jan 16, 2025

Simple Recipes for Powerful Analysis of System Dynamics Models

Jupyter Notebook 65 34 Updated Oct 21, 2024

NYU CDS 'Deep Learning' course

Jupyter Notebook 3 Updated Jul 31, 2018