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.
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.
Operator-Of-Image-Processing
these are 3 Operators of image processing,Gauss、Laplace、Histogram equalization.
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.
AlphaZero_Gomoku_MPI
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
AttentioNN
All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
COMS-W4705
the training data set and dev data set of COMS W4705
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
EfficientNet-tensorflow-eager
reimplement efficientnet use tf.keras tf2.0
examples
TensorFlow examples
High-dimension-data-set
These are some High dimension data set with RData frame.
keras-DepthwiseConv3D
Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions
keras_imagenet
Code for training Keras ImageNet (ILSVRC2012) image classification models from scratch
sorting-algorithm
These are 4 common sorting algorithm, I write them for practice.
tensorflow
An Open Source Machine Learning Framework for Everyone
tpu
Reference models and tools for Cloud TPUs.