• Stars
    star
    3,943
  • Rank 11,076 (Top 0.3 %)
  • Language
    Jupyter Notebook
  • Created almost 6 years ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2

基于Eager Execution | Based on Eager Execution

在线阅读 | Read online : https://tf.wiki

备用地址 | Alternative URL:https://snowkylin.github.io/tensorflow-handbook/

作者 | Author: Xihan Li (snowkylin), Huan Li, Jinpeng Zhu

这是一本简明的 TensorFlow 2 入门指导手册,基于 Keras 和即时执行模式(Eager Execution),力图让具备一定机器学习及 Python 基础的开发者们快速上手 TensorFlow 2。

本文的所有代码基于 TensorFlow 2.1 和 2.0 正式版。文中的所有示例代码可至 这里 获得。

This is a concise handbook of TensorFlow 2 based on Keras and Eager Execution mode, aiming to help developers with some basic machine learning and Python knowledge to get started with TensorFlow 2 quickly.

The code of this handbook is based on TensorFlow 2.0 and 2.1 stable version. All codes in the book can be found here.

PDF下载(旧版) | PDF download (old version) :

教程在线答疑区 | Online Q&A area :

DEVELOPING

Install

run make install for run all the follow commands.

# https://www.ibm.com/developerworks/cn/opensource/os-sphinx-documentation/index.html
pip install sphinx

# for theme
pip install sphinx_rtd_theme

# for auto build
pip install sphinx_autobuild

CONTRIBUTORS

contributor contributor contributor contributor contributor contributor contributor contributor

More Repositories

1

TensorFlow-cn

简单粗暴 TensorFlow (1.X) | A Concise Handbook of TensorFlow (1.X) | 此版本不再更新,新版见 https://tf.wiki
Python
852
star
2

line

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.
Python
201
star
3

ntm

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
Python
179
star
4

rnn-handwriting-generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
Python
98
star
5

rnn-vae

Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"
Python
40
star
6

gnn

TensorFlow implementation of several popular Graph Neural Network layers, wrapped with tf.keras.layers.Layer.
Python
19
star
7

snowkylin.github.io

雪麒的百草园 - Snowkylin's Blog
HTML
13
star
8

data-mining-pku

Instruction of assignment in course "Data Warehousing and Data Mining Technology", Spring and Summer Semester, 2017.
TeX
7
star
9

nncf

TensorFlow implementation of paper "On Sampling Strategies for Neural Network-based Collaborative Filtering" by Chen, Ting, et al.
Python
6
star
10

lemon-public-license

🍋🍋🍋
5
star
11

async_rl

Tensorflow implementation of asyncronous 1-step Q learning in "Asynchronous Methods for Deep Reinforcement Learning" with improvement on weight update process (use minibatch) to speed up training.
Python
4
star
12

baidu-statistics

A simple Python 3 project to give some statistics information about Baidu Search Engine, especially Baijiahao.
Python
3
star
13

rl-flappybird

Using deep reinforcement learning to play flappy bird. Implemented by TensorFlow.
Python
2
star
14

lp-algorithm

A minimized implementation of several popular algorithms for linear programming (Simplex, Interior-Point)
Python
1
star
15

restructuredtext-shortcut

reStructuredText Shortcut Support for Visual Studio Code
TypeScript
1
star