This is a Collection of Resources for Machine Learning

My Mindmap for ML in Economics​

https://17812070787.wixsite.com/xiaomeng/other-academic-materials​​

 

My Mindmap for Statistical Learning

https://www.dropbox.com/scl/fi/2zriklyit4n6zu8yw73as/ML_withMarginNotes.pdf?rlkey=9f3j2bvu784z47hlhr9u98tet&st=9m7rsbsm&dl=0

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A Collection of Papers of Theory and Application in Economics 

https://sites.google.com/view/dariosansone/resources/machine-learning

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A Mindmap for Deep Learning

https://github.com/dformoso/machine-learning-mindmap

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Deep Learning Guide

https://github.com/Mikoto10032/DeepLearning?tab=readme-ov-file

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Deep Learning Book

https://github.com/scutan90/DeepLearning-500-questions/tree/master

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Causal Machine Learning Package in Python

https://causalml.readthedocs.io/en/latest/about.html

https://github.com/uber/causalml?tab=readme-ov-file

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Pytorch Tutorial

https://datawhalechina.github.io/thorough-pytorch/index.html

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Video course on ML by Stanford

https://www.gsb.stanford.edu/faculty-research/labs-initiatives/sil/research/methods/ai-machine-learning/short-course

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