JoelChen's repositories
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
convnet-benchmarks
Easy benchmarking of all publicly accessible implementations of convnets
fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
gkEngine
A cross-platform game engine with cutting-edge real-time rendering tech & fantastic speed.
lectures
Oxford Deep NLP 2017 course
Machine-Learning-Example
Machine Learning Example include: KNN ,Naive Bayes, BP Neural Network . Data Set : Titanic("data/titanic.dat")
Mesh-processing-library
C++ library and programs that demonstrate mesh processing techniques in computer graphics published at ACM SIGGRAPH in 1992–1998
ML-Tutorial-Experiment
Coding the Machine Learning Tutorial for Learning to Learn
pbrt-v3
Source code for pbrt, the renderer described in the third edition of "Physically Based Rendering: From Theory To Implementation", by Matt Pharr, Wenzel Jakob, and Greg Humphreys.
practical-2
Oxford Deep NLP 2017 course - Practical 2: Text Classification
practical-3
Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs
practical-open
Oxford Deep NLP 2017 course - Open practical
PyTorch-Mini-Tutorials
Minimal tutorials for PyTorch
simplified-deeplearning
Simplified implementations of deep learning related works
stanford-tensorflow-tutorials
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
tensorflow-socher-ntn
Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project.
tensorflow-tutorial
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
todo
book
treelstm.pytorch
Tree LSTM implementation in PyTorch