Dr. Nathaniel Zikai Wei's repositories
ierg6130-assignment
Assignments for course IERG 6130: Reinforcement Learning and Beyond
vimrc
The ultimate Vim configuration: vimrc
Matterport3DSimulator
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
LambdaRankNN
LambdaRank Neural Network model using Keras.
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
multiagent-programmatic-supervision
PyTorch implementation of Generating Multi-Agent Trajectories using Programmatic Weak Supervision
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
english-words
:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion
pointnet.pytorch
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
Image-Caption-Pytorch
This is an implementation of image caption, based on two different papers. The two papers are: 1. Show and Tell: A Neural Image Caption Generator 2. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
relational-networks
Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
MultiAgent-ImitationLearning
Code for training policies based on paper Coordinated Multi-Agent Imitation Learning
NAB
The Numenta Anomaly Benchmark
gcn
Implementation of Graph Convolutional Networks in TensorFlow
deep-learning-model-convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
StockPrediction
An attempt to use financial news to predict stock market
stocknet-dataset
A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
ta
Technical Analysis Library in Python
entropy-mdlp
Minimum description length principle algorithm in python, for optimal binning of continuous variables
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Nathan-s-Framework
Training Framework
github-wikito-converter
Generate HTML & PDF documentation from Github wiki or any other markdown-based wiki.
pytorchviz
A small package to create visualizations of PyTorch execution graphs
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
gym
A toolkit for developing and comparing reinforcement learning algorithms.
TRN-pytorch
Temporal Relation Networks