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a-to-z-resources-for-students

Curated list of resources for college students

ai-roadmap

ApacheCN AI 路线图（知识树）

autograd

Efficiently computes derivatives of numpy code.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

cn-deep-learning

https://cn.udacity.com/course/deep-learning-nanodegree-foundation--nd101/

cs-notes

:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

face_recognition

The world's simplest facial recognition api for Python and the command line

fasttext

Library for fast text representation and classification.

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。

interview-1

Interview = 简历指南 + LeetCode + Kaggle

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

neural-networks

numpy-ml

Machine learning, in numpy

practicalai

📚 A practical approach to machine learning.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python

All Algorithms implemented in Python

python-machine-learning-algorithm

Python-Machine-Learning-Algorithm

python_automation

My Python Examples

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

qlearning_trading

Learning to trade under the reinforcement learning framework

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

（book）Reinforcement Learning: An Introduction

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)