tao-cao Goto Github PK

mysqldb1

MySQL database connector for Python (legacy version)

patient2vec

Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)

patientlevelprediction

An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.

pipelines

demo of scikit-learn pipelines

prml

PRML algorithms implemented in Python

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-100-days

Python - 100天从新手到大师

python-deliberate-practice

Python Deliberate Practice

python-high-performance-second-edition

Python High Performance – Second Edition, published by Packt

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

qi-ds

d2d-qi-coding

recipe-recommendation

A web app which recommends recipes to different users, satisfy their nutrition need and flavor at the same time

reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

spark

Mirror of Apache Spark

statistics-for-data-scientists-python

Repository of all the python codes for the Book : Practical Statistics for Data Scientists.

storytelling-with-data

Plots from the book "Storytelling with data" implementation using Python and matplotlib

streaming-benchmarks

Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, ...

system-design

Preparing for system design interview questions

system-design-interview

System design interview for IT companies

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

t-lstm

Time-Aware LSTM

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tao-cao.github.io

tdata

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

udacity-ml-nano-degree

udacity-ml-nanodegree

This is the repository which contains all 6 projects' source code in ML nano degree.

udacity-ml-nanodegree-1

Projects for Udacity's Machine Learning Engineer Nanodegree

yahoo-streaming-benchmark

An extension of Yahoo's Benchmarks