ndhuanhuan/ML_MODELS_REVIEW

init commit

ML_MODELS_REVIEW

init commit

cd C:\Users\Di\Documents\GitHub\deep_learning_cookbook

Failed to import pydot

AppliedDataSciencePartners/DeepReinforcementLearning#3 import os os.environ["PATH"] += os.pathsep + 'C:/Program Files (x86)/Graphviz2.38/bin/'

Papers

Image to caption

neural baby talk

https://paperswithcode.com/paper/neural-baby-talk Review: https://www.jianshu.com/p/35c3e399027e

Bottom-up and top-down attention for image captioning

origin: http://openaccess.thecvf.com/content_cvpr_2018/CameraReady/1163.pdf https://zhuanlan.zhihu.com/p/36151033 https://www.paperweekly.site/papers/notes/145

Faster-RCNN

https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/ https://medium.com/@smallfishbigsea/faster-r-cnn-explained-864d4fb7e3f8

Difference between Batch Gradient Descent and Stochastic Gradient Descent

https://towardsdatascience.com/difference-between-batch-gradient-descent-and-stochastic-gradient-descent-1187f1291aa1

李宏毅机器学习笔记(LeeML-Notes)

https://datawhalechina.github.io/leeml-notes/#/

Q & A

Activation functions

https://towardsdatascience.com/activation-functions-and-its-types-which-is-better-a9a5310cc8f

Learning Resources

Running on Colab

• https://github.com/firmai/awesome-google-colab
• https://github.com/tugstugi/dl-colab-notebooks
• https://github.com/muellerzr/Practical-Deep-Learning-for-Coders-2.0

Random Reading

Long Short-Term Memory Networks Are Dying: What’s Replacing It?

• https://towardsdatascience.com/long-short-term-memory-networks-are-dying-whats-replacing-it-5ff3a99399fe