开源软件名称:Awesome-TensorFlow-Chinese
开源软件地址:https://gitee.com/fendouai/Awesome-TensorFlow-Chinese
开源软件介绍:
Awesome-TensorFlow-ChineseTensorFlow 中文资源全集,学习路径推荐: - 官方网站,初步了解。
- 安装教程,安装之后跑起来。
- 入门教程,简单的模型学习和运行。
- 实战项目,根据自己的需求进行开发。
很多内容下面这个英文项目: Inspired by https://github.com/jtoy/awesome-tensorflow
官方网站安装教程中文安装教程官方安装教程(建议用官方教程,现在官网可以直接访问了。)入门教程官方入门教程入门教程实战项目官方实战项目Models built with TensorFlowMagenta: Music and Art Generation with Machine IntelligenceTensorFlow Neural Machine Translation Tutorial书籍(推荐)Deep Learninghttp://www.tensorflownews.com/2017/08/29/deep-learning-an-mit-press-book Deep Learning 中文翻译http://www.tensorflownews.com/2017/08/29/deep-learning-book-chinese-translation/ 社区群组QQ群522785813 微信群微信群二维码有效期太短了,我博客保持更新。 http://www.tensorflownews.com/ 我系统的学习了两个月之后做的几个项目。TensorFlow 卷积神经网络 Model Project:FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(可能是最有趣的 TensorFlow 中文入门实战项目) https://github.com/fendouai/FaceRank TensorFlow 循环神经网络 Model Project:一个比特币交易机器人基于 Tensorflow LSTM 模型,仅供娱乐。 A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun. https://github.com/TensorFlowNews/TensorFlow-Bitcoin-Robot TensorFlow Seq2Seq Model Project:ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model.ChatGirl 一个基于 TensorFlow Seq2Seq 模型的聊天机器人。(包含预处理过的 twitter 英文数据集,训练,运行,工具代码,可以运行但是效果有待提高。) https://github.com/fendouai/ChatGirl 教程模型项目基于 TensorFlow 的产品- YOLO TensorFlow - Implementation of 'YOLO : Real-Time Object Detection'
- android-yolo - Real-time object detection on Android using the YOLO network, powered by TensorFlow.
- Magenta - Research project to advance the state of the art in machine intelligence for music and art generation
库视频论文官方博客博客文章社区书籍- Machine Learning with TensorFlow by Nishant Shukla, computer vision researcher at UCLA and author of Haskell Data Analysis Cookbook. This book makes the math-heavy topic of ML approachable and practicle to a newcomer.
- First Contact with TensorFlow by Jordi Torres, professor at UPC Barcelona Tech and a research manager and senior advisor at Barcelona Supercomputing Center
- Deep Learning with Python - Develop Deep Learning Models on Theano and TensorFlow Using Keras by Jason Brownlee
- TensorFlow for Machine Intelligence - Complete guide to use TensorFlow from the basics of graph computing, to deep learning models to using it in production environments - Bleeding Edge Press
- Getting Started with TensorFlow - Get up and running with the latest numerical computing library by Google and dive deeper into your data, by Giancarlo Zaccone
- Hands-On Machine Learning with Scikit-Learn and TensorFlow – by Aurélien Geron, former lead of the YouTube video classification team. Covers ML fundamentals, training and deploying deep nets across multiple servers and GPUs using TensorFlow, the latest CNN, RNN and Autoencoder architectures, and Reinforcement Learning (Deep Q).
- Building Machine Learning Projects with Tensorflow – by Rodolfo Bonnin. This book covers various projects in TensorFlow that expose what can be done with TensorFlow in different scenarios. The book provides projects on training models, machine learning, deep learning, and working with various neural networks. Each project is an engaging and insightful exercise that will teach you how to use TensorFlow and show you how layers of data can be explored by working with Tensors.
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