本篇技术指南以当前仓库根目录的 README.md为骨架，系统梳理斯坦福大学 CS20「TensorFlow for Deep Learning Research」课程配套代码仓库的完整内容：从环境版本要求（Python 3.6 + TensorFlow 1.4.1）、虚拟环境安装流程，到 examples 目录下的线性回归、逻辑回归、word2vec、卷积 ...

本篇技术指南以 tensorflowTUT/ 目录下的 README.md教程索引为主线，逐章拆解其中列出的 11 个学习专题与 20 余个示例源码文件，覆盖 TensorFlow 基础语法、神经网络搭建、TensorBoard 可视化、分类、Dropout、模型保存、CNN、RNN、Autoencoder、Scope 与 Batch Normalization。读完本文 ...

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