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james liao's Projects

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

elevator_simulation-1 icon elevator_simulation-1

A simulation of pedestrian traffic into an office building with various elevator control schemes.

esl icon esl

This project implements most of the learning methods in the book of 《elements of statistical learning》.

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

eusipco2017 icon eusipco2017

The phoneme classification code for EUSIPCO 2017 paper: Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

eusipco2017-1 icon eusipco2017-1

Music auto-tagging experiments for the paper entitled "Timbre Analysis of Music Audio Signals with Convolutional Neural Networks".

fate icon fate

An Industrial Level Federated Learning Framework

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