shi linhu's starred repositories
langchain-tutorials
Overview and tutorial of the LangChain Library
LangChain-Chinese-Getting-Started-Guide
LangChain 的中文入门教程
open-source-cs
Video discussing this curriculum:
sicp-py-zh
:book:【译】UCB CS61a SICP Python
pgm-spring-2019
Course webpage for PGM, Spring 2019.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
tensorflow-talk-debugging
💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)
TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
100-nlp-papers
100 Must-Read NLP Papers
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
nlp_course
YSDA course in Natural Language Processing
MT-Reading-List
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
deep-learning-genomics-primer
Contains files for the deep learning in genomics primer.
MachineLearning
一些关于机器学习的学习资料与研究介绍
lihang-code
《统计学习方法》的代码实现