ChengTsang's repositories

PPO-clip-and-PPO-penalty-on-Atari-Domain

Implement PPO-clip and PPO-penalty on Atari, which is the only open source of PPO-penalty

Potential-Aware-Abstraction-In-Texas-Hold-em-Poker

This code is based on the implementation of http://www.cs.cmu.edu/afs/cs/Web/People/sandholm/potential-aware_imperfect-recall.aaai14.pdf, you can read it to understand its details.

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HMM-For-NER

This is a program to solve NER with HMM. The principles and details can refer to my blog: https://blog.csdn.net/weixin_41679411/article/details/81026545

HDFS-Hash-Distinct

This is a java script to achieve hash distinct with HDFS system,You need to make sure that you are familiar with HDFS first.

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Operator-Of-Image-Processing

these are 3 Operators of image processing,Gauss、Laplace、Histogram equalization.

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SSSP

This is a script for solving SSSP problem using GraphLite,which is a Graph computing system.

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Gauss-Process-Regression-For-Inversed-Problem-Of-PDE

Using Bayesian framework to solve PDE inverse problem is a classical method. In this program, I use GPR as an approximation function, which improves the time efficiency of Bayesian framework by five times and obtains the same results as traditional methods.

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AlphaZero_Gomoku_MPI

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

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AttentioNN

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

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COMS-W4705

the training data set and dev data set of COMS W4705

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efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

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EfficientNet-tensorflow-eager

reimplement efficientnet use tf.keras tf2.0

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examples

TensorFlow examples

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High-dimension-data-set

These are some High dimension data set with RData frame.

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keras-DepthwiseConv3D

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions

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keras_imagenet

Code for training Keras ImageNet (ILSVRC2012) image classification models from scratch

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leetcode

I save some leetcode anwser here.

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metools

个人工具站点

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sorting-algorithm

These are 4 common sorting algorithm, I write them for practice.

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tensorflow

An Open Source Machine Learning Framework for Everyone

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tpu

Reference models and tools for Cloud TPUs.

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