mikezhouhan Goto Github PK

lime

Lime: Explaining the predictions of any machine learning classifier

list_of_recommender_systems

A List of Recommender Systems and Resources

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

markdown-resume

Generate a responsive CSS3 and HTML5 resume with Markdown, with optional PDF output.

miesys

A minimal display advertising system.

mikezhouhan.github.io

neural-networks-and-deep-learning

This is my assignment on Andrew Ng's course “neural networks and deep learning”

neuraldialogpapers

Summary of deep learning models for dialog systems

nlp_tasks

Natural Language Processing Tasks and References

nndial

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

node-js-sample

A barebones Node.js app using the Express framework.

oh-my-zsh

A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

practical_rl

A course in reinforcement learning in the wild

prmlt

Matlab code for algorithms in PRML book

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

protobuf

Protocol Buffers - Google's data interchange format

pyspark-pictures

Learn the pyspark API through pictures and simple examples

python-recsys

A python library for implementing a recommender system

python-web-scraping-tutorial

A Python-based web and data scraping tutorial

python_for_data_science

A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.

rasa_core

machine learning based dialogue engine for conversational software

rasa_nlu

turn natural language into structured data

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement_learning_for_trading

利用强化学习预测股价变化

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

resume

My resume comes in many different formats, all generated from Markdown by Pandoc.

resumesample

Resume template for Chinese programmers . 程序员简历模板系列。包括PHP程序员简历模板、iOS程序员简历模板、Android程序员简历模板、Web前端程序员简历模板、Java程序员简历模板、C/C++程序员简历模板、NodeJS程序员简历模板、架构师简历模板以及通用程序员简历模板