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o702203's Projects

articles icon articles

Didactic articles explaining ML/stats concepts

caret icon caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

machine-learning-in-r icon machine-learning-in-r

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

python-machine-learning-fundamentals icon python-machine-learning-fundamentals

D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn and TPOT.

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

spectrogram-tutorial icon spectrogram-tutorial

A walkthrough of how to make spectrograms in python that are customized for human speech research.

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