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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

aiinfrance

REAL AI experiences in France

algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

avito_context_click_2015

3rd place solution for the Avito Context contest on kaggle.com

awesome-2vec

Curated list of 2vec-type embedding models

bayespa

Online Max-Margin Topic Models for Accurate and Fast Text Classification [release v0.1]

biokit

Bioinformatics in Python

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

bosen

Petuum's Bosen project

cdiscount

colinucb_revised

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-analysis-in-examples

Set of notebooks complementing medium.com articles

deap

Distributed Evolutionary Algorithms in Python

dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

deep-residual-networks

Deep Residual Learning for Image Recognition

deepattentionmodel

deeplearningbook

MIT Deep Learning Book in PDF format

dl_research

My Deep Learning Research Papers

fast_tffm

fast_tffm: Tensorflow-based Distributed Factorization Machine

gbul

Cross Device User Linking: The task is to identify all pairs of device-logs that belong to same users given their browsing logs on different devices.

h2o-meetups

hpolib

HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization packages: SMAC, spearmint and hyperopt

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

ipython

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

ipython-notebooks

jupyter-scala

Lightweight Scala kernel for Jupyter / IPython 3

kaggle

Public Kaggle Code and Info