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advanced-computer-architecture---fall-2018---ucf

This repo includes all my assignments for Advanced Computer Architecture class.

ai-paper-collector

Fully-automated scripts for collecting AI-related papers

coax

Turn RL papers into code, the easy way

ctgan

Conditional GAN for generating synthetic tabular data.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deepcubea

Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

denoise-transformer-autoencoder

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

firedup

Clone of OpenAI's Spinning Up in PyTorch

fmt

joie-kdd19

Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts" published in KDD'2019.

lstm_fill

mifs

Parallelized Mutual Information based Feature Selection module.

mobikeagent

摩拜单车已经修改了API，非登陆状态下会返回随机结果，暂时未解决，请不要使用。

multi-agent-reinforced-feature-selection

mypicture

Picture of my blog or project

parl

PARL PaddlePaddle Reinforcement Learning Framework

pgpr

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

policy-gnn

polyssifier

run a multitude of classifiers on you data and get an AUC report

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

pygcn

Graph Convolutional Networks in PyTorch

pymrmr

Python3 binding to mRMR Feature Selection algorithm (currently not maintained)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-segmentation

Pytorch for Segmentation

reinfoced-iterative-feature-generation

researchhowto

Slides about how to do research

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL