Pinned Repositories
AlphaGOZero-python-tensorflow
Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)
C51-DDPG
This is a TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DDPG)
CA_MODs
CapsNet-Gravitational-Lensing
Estimating parameters of strong gravitational lenses with Capsule networks
DonAINavigation
This plugin provides a 3D dynamic pathfinding system for use with Unreal Engine 4. It's primarly designed for Flying AI creatures based in dynamic or procedural worlds that need to solve complex pathfinding tasks.
Engine2021
Custom game engine made in 2021, this engine is inspired from what I learnt at DigiPen Institute of Technology
Feedback-Alignment
Feedback alignment is a backpropagation modification where the next layer weights become a fixed random matrix. [Lillicrap et al](https://www.nature.com/articles/ncomms13276) shows a FA is a regularizer where the next layer weights must learn to orient within 90 degree in order to perform effective training. The main obstacle of FA is to prove of general convergence under nonlinear dynamics.
Matrix-CapsNet-EM-routing-tensorflow
This is a trial implementation of Hinton group's [MATRIX CAPSULES WITH EM ROUTING](https://openreview.net/pdf?id=HJWLfGWRb) in TensorFlow and Python programming language. （仅供交流学习使用）
MSL-VirtualMorrisWaterMaze
This repository contains the Unity project for the Memory Systems Lab version of the Virtual Morris Water Maze.
text-generation-webui
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.
yhyu13's Repositories
yhyu13/Feedback-Alignment
Feedback alignment is a backpropagation modification where the next layer weights become a fixed random matrix. [Lillicrap et al](https://www.nature.com/articles/ncomms13276) shows a FA is a regularizer where the next layer weights must learn to orient within 90 degree in order to perform effective training. The main obstacle of FA is to prove of general convergence under nonlinear dynamics.
yhyu13/Matrix-CapsNet-EM-routing-tensorflow
This is a trial implementation of Hinton group's [MATRIX CAPSULES WITH EM ROUTING](https://openreview.net/pdf?id=HJWLfGWRb) in TensorFlow and Python programming language. （仅供交流学习使用）
yhyu13/neural-combinatorial-optimization-rl-tensorflow
yhyu13/reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
yhyu13/adv_attack_capsnet
Tensorflow Implementation of Adversarial Attack to Capsule Networks
yhyu13/benchmarks
Benchmark code
yhyu13/blocksparse
Efficient GPU kernels for block-sparse matrix multiplication and convolution
yhyu13/chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
yhyu13/docker_practice
Learn and understand Docker technologies, with real DevOps practice!
yhyu13/HolodeckNavigationTask
yhyu13/Matrix-Capsules-EM-Tensorflow
A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing
yhyu13/MuGo
Replicating AlphaGo's architecture in a readable manner
yhyu13/stanford-tensorflow-tutorials
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
yhyu13/tf_CapsNet
A tensorflow implementation for CapsNet
yhyu13/thalnet
Reproducing some results from the ThalNet paper (https://arxiv.org/pdf/1706.05744.pdf)
yhyu13/asyncio-doc
Asyncio documentation
yhyu13/awesome-asyncio
A curated list of awesome Python asyncio frameworks, libraries, software and resources
yhyu13/CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
yhyu13/CondenseNet
CondenseNet: An Efficient DenseNet using Learned Group Convolutions
yhyu13/deep-visualization-toolbox
DeepVis Toolbox
yhyu13/Distributed-TensorFlow-Guide
Distributed TensorFlow basics and examples of training algorithms
yhyu13/GAN-mnist
This is my implementation on GAN in order to test my understanding. The result is pleasant.
yhyu13/House3D
a Realistic and Rich 3D Environment
yhyu13/keras-cntk-docker
Docker container for keras + cntk intended for nvidia-docker
yhyu13/leela-zero
Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.
yhyu13/mc-chess
MCTS chess engine, just for kicks
yhyu13/network
yhyu13/relaax
Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications
yhyu13/semantic-question-matching
yhyu13/zhusuan
A Library for Bayesian Deep Learning, Generative Models, Based on Tensorflow