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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。
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Book about interpretable machine learning
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
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Seminars DeepBayes Summer School 2018
Working, locally-running, low-cost implementation of Generative Agents: Interactive Simulacra of Human Behavior.
Simple Recipes for Powerful Analysis of System Dynamics Models
NYU CDS 'Deep Learning' course