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Chenglong Chen's Projects

phd-thesis icon phd-thesis

Repository of my thesis "Understanding Random Forests"

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

projects icon projects

Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.

pyensemble icon pyensemble

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

python-ibm-model-1 icon python-ibm-model-1

Machine Translation alignment model and decoder, Assignment 1, based on https://github.com/alopez/dreamt for CS468 (Spring '12)

python-readability icon python-readability

fast python port of arc90's readability tool, updated to match latest readability.js!

pytorch-a2c-ppo-acktr icon pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-ddpg icon pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

pytorch-dppo icon pytorch-dppo

Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286

pytorch-drl icon pytorch-drl

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

pytorch-maddpg icon pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

pywsd icon pywsd

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

quepy icon quepy

A python framework to transform natural language questions to queries in a database query language.

rbfnet icon rbfnet

RBF Network using Theano, climin, and sklearn.

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