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xuguanggen's Projects

autograd icon autograd

Efficiently computes derivatives of numpy code.

dml icon dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

dvisual icon dvisual

A visualization toolkit based on html's canvas and Javascript

facebook_auction icon facebook_auction

script for generating predictions for https://www.kaggle.com/c/facebook-recruiting-iv-human-or-bot

glicko icon glicko

[DO NOT USE] An implementation of the Glicko and Glicko-2 rating system for Python

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

recsys2019_deeplearning_evaluation icon recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

reinforcement-learning icon reinforcement-learning

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

scikit-optimize icon scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

spark-fm icon spark-fm

A parallel implementation of factorization machines based on Spark

taxi icon taxi

pkdd 2015 kaggle taxi destination prediction

trueskill icon trueskill

An implementation of the TrueSkill rating system for Python

word2vec icon word2vec

Automatically exported from code.google.com/p/word2vec

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