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business_analytical_tools

A colletions of analytical tools that are applied across key business functions such as marketing, HR, finance and operations

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

machine-learning

machine-learning-notebooks

Stanford Machine Learning course exercises implemented with scikit-learn

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machine-learning-surveys

A curated list of Machine Learning Surveys, Overviews and Books.

machine_learning_foundation_ntu

study notes taken during this online machine learning intro course

nndl-codes

Sample Codes for NNDL

notebooks

collection of iPython notebooks

pythonnnexample

Annotations for the Sirajology Python NN Example. This code comes from a demo NN program from the YouTube video https://youtu.be/h3l4qz76JhQ. The program creates an neural network that simulates the exclusive OR function with two inputs and one output.

remote-sensing-water-quality

sklearn_tutorial

Materials for my scikit-learn tutorial

tensorflow-project-template

A best practice for tensorflow project template architecture.

thinkstats2

Text and supporting code for Think Stats, 2nd Edition