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awesome-knowledge-graph

A collection of research on knowledge graphs

bookshelf

:books: books

cs229_ml

🍟 Stanford CS229: Machine Learning

deep_learning_weather_forecasting

Deep Learning for Weather Forecasting, accepted paper of KDD 2019 (Oral)

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deepst

Deep Learning for Spatio-Temporal Data

deeptte

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

git_book

教材对应的源码

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-wavenet

graph_nets

Build Graph Nets in Tensorflow

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

keras

Deep Learning for humans

knowledge-graph-publications

Top-level Conference Publications on Knowledge Graph

machine-learning-assignments

This project is only for SWJTU's students providing their assignments.

machine_learning

some algorithms of machine_learning

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

openke

An Open-Source Package for Knowledge Embedding (KE)

prml

PRML algorithms implemented in Python

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-tutorial

Build your neural network easy and fast

reinforcement-learning

research_spatio-temporal-data-mining

A collection of research on spatio-temporal data mining

starter-hugo-academic

🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.

tensorflow-tutorial

Tensorflow tutorial from basic to hard

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