TensorFlow实现流行机器学习算法的教程汇总(3/3)

2018-07-30 17:19:22 浏览数 (1)

第三步:为TF新手准备的其他方面内容

  • Recommender-Wide&Deep Network,推荐系统中 wide & deep 网络的教学示例:

https://github.com/tflearn/tflearn/blob/master/examples/others/recommender_wide_and_deep.py

  • Spiral Classification Problem,对斯坦福 CS231n spiral 分类难题的 TFLearn 实现:

https://github.com/tflearn/tflearn/blob/master/examples/notebooks/spiral.ipynb

  • 层,与 TensorFlow 一起使用 TFLearn 层:

https://github.com/tflearn/tflearn/blob/master/examples/extending_tensorflow/layers.py

  • 训练器,使用 TFLearn 训练器类训练任何 TensorFlow 图:

https://github.com/tflearn/tflearn/blob/master/examples/extending_tensorflow/layers.py

  • Bulit-in Ops,连同 TensorFlow 使用 TFLearn built-in 操作:

https://github.com/tflearn/tflearn/blob/master/examples/extending_tensorflow/builtin_ops.py

  • Summaries,连同 TensorFlow 使用 TFLearn summarizers:

https://github.com/tflearn/tflearn/blob/master/examples/extending_tensorflow/summaries.py

  • Variables,连同 TensorFlow 使用 TFLearn Variables:

https://github.com/tflearn/tflearn/blob/master/examples/extending_tensorflow/variables.py

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