Liu Ziyin's repositories
OdometryCNN
Using convolutional neural network for robot odometry
BlockPuzzle-gym
A simple stochastic OpenAI environment for training RL agents
ClassifierGenerators
Supporting code for the paper 'Learning to generate classifiers'.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Language:PythonBSD-3-Clause000
machineTranslation-Pytorch
A machine decoder-encoder translation RNN implemented in PyTorch.
Kmeans-ImageSegmentation
A basic implementation of image segmentation with kmeans, with random initialization
NLP-Project
NLP-Project
PCA-FaceDecomposition
A implementation and application of PCA to face recognition.
PGM-VariationalStructuredAttention
course or not course project with an attention mechanim based on PGM methods
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-NLPTutorial
A solution to the LSTM exercise
Language:Python000
variational-autoencoder
PyTorch implementation of "Auto-Encoding Variational Bayes"