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roec's Projects

d2l-en icon d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-zh icon d2l-zh

《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

dns icon dns

Kubernetes DNS service

flaskds icon flaskds

Repo for flask API/Data Structures tutorial series

gans-in-action icon gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

generative-ai icon generative-ai

Sample code and notebooks for Generative AI on Google Cloud

generative_ai_with_langchain icon generative_ai_with_langchain

Build large language model (LLM) apps with Python, ChatGPT and other models. This is the companion repository for the book on generative AI with LangChain.

handson-ml2 icon handson-ml2

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.

hdml icon hdml

Hamming Distance Metric Learning with Non-linear Projection

hello-algo icon hello-algo

《Hello 算法》:动画图解、一键运行的数据结构与算法教程,支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing

jackscarrental icon jackscarrental

Jack's Car Rental problem and its variant as mentioned in Example 4.2 and Exercise 4.3 respectively of the book by Sutton and Barto (Reinforcement Learning: An Introduction, Second Edition)

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