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Yuanyuan Zhang's Projects

prml icon prml

Pattern recognition and machine learning toolbox

prml-1 icon prml-1

PRML algorithms implemented in Python

proxcocoa icon proxcocoa

A primal-dual framework for distributed L1-regularized optimization

pulsar icon pulsar

Turn large Web sites into tables and charts using simple SQLs.

pyglmnet icon pyglmnet

Python implementation of elastic-net regularized generalized linear models

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch-madrl icon pytorch-madrl

PyTorch implementations of various DRL algorithms for both single agent and multi-agent.

pytorch-trpo icon pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media http://nlproc.info/pytorch

pywfm icon pywfm

pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

random-forest icon random-forest

Randomized Decision Trees: A Fast C++ Implementation of Random Forests.

rarpack icon rarpack

R wrapper of ARPACK for large scale eigen value/vector problems

ray icon ray

A high-performance distributed execution engine

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.

rep icon rep

Reproducible Experiment Platform is a collaborative software infrastructure for computational experiments on shared big datasets, which allows obtaining reproducible, repeatable results and consistent comparisons of the obtained results.

rtb-papers icon rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

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