Pan Yaozhang's repositories
gold-miner
🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：
Data-Science-Projects
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
amazon-dsstne
Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
OpenCC
A project for conversion between Traditional and Simplified Chinese
tiefvision
End-to-end deep learning image-similarity search engine
reveal-graph-embedding
Implementation of community-based graph embedding for user classification.
RecSys
Builds a recommender system using TensorFlow
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
DMTK
Microsoft Distributed Machine Learning Toolkit
Fregata
A light weight, super fast, large scale machine learning library on spark .
ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
fuzzywuzzy
Fuzzy String Matching in Python
theano-tutorial
A collection of tutorials on neural networks, using Theano
GoogleScraper
A Python module to scrape several search engines (like Google, Yandex, Bing, Duckduckgo, Baidu and others) by using proxies (socks4/5, http proxy) and with many different IP's, including asynchronous networking support (very fast).
myprojects
store my weekend projects
python-tf-idf
An extremely simple Python library to perform TF-IDF document comparison.
notebooks
Some sample IPython notebooks for scikit-learn
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code
ipython-notebooks
A collection of IPython notebooks covering various topics.
LearnDataScience
Open Content for self-directed learning in data science
python-notebooks-data-wrangling
Python 3.x notebooks about real-world data cleaning and visualization
scikit-learn-classifiers
An introduction to implementing a number of scikit-learn classifiers, along with some data exploration
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
scalyr-tool
Command-line tool for accessing Scalyr services
scipy_2015_sklearn_tutorial
Scikit-Learn tutorial material for Scipy 2015
evaluating-recommenders
Compute and plot NDCG for a recommender system