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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

code-for-nlp-beginner

code for nlp beginner, including Sentiment Analysis, NER, NLI and Language Model.

datastructure_algorithm_zju

This repository is the notebook of Data Structure and Algorithms of ZJU "数据结构-浙江大学"

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18个章节，50余万字。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

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

explore-python

:green_book: The Beauty of Python Programming.

fcmlcode

german-traffic-sign-classification-using-tensorflow

In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.

ibmdatascience

javabooks

Java 程序员常读书单整理，附下载地址，助力构建最强知识体系。但不限于 Java，包括设计模式、计算机网络、操作系统、数据库、数据结构与算法、大数据、架构、面试等等。

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

programmer-advancement

程序员应该有的一些好习惯+面试必知事项！

python-100-days

Python - 100天从新手到大师

python-core-50-courses

Python语言基础50课

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

rl-tutorials

basic algorithms of reinforcement learning

sklearn

sklearn入门