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/debruijn_view
A Node.js application for the creation and display of Debruijn graphs.
yhyu13/shell-workshop
Materials from my Strange Loop 2014 workshop, Let's Build a Shell!
yhyu13/SystemProgramming
UIUC Crowd-Sourced System Programming Book
yhyu13/Cache-Comparison
yhyu13/cbc-ubuntu-64bit
Cb (C flat) compiler. Cb is simplified C.
yhyu13/connect4-ai
Implementation of an AI program for a Connect 4 game using the min-max algorithm.
yhyu13/Coursera-Machine-Learning-Andrew-Ng
This repository contains all my code that I worked out during that course. All of them should run perfectly on MATLAB and achieve 100/100 score.
yhyu13/docker-python-GDAL
yhyu13/go-NN
Go-playing neural network in Python using TensorFlow
yhyu13/go.py
A text-based go game written in python
yhyu13/hellow-world
My first repository
yhyu13/jswiki
JavaScript wiki. Focuses mainly on JS/HTML5/WebGL related tech.
yhyu13/pyspider
A Powerful Spider(Web Crawler) System in Python.
yhyu13/Rotorcross
Multirotor Racing Simulator
yhyu13/SnakeBite
Metal Gear Solid V mod manager
yhyu13/Stellaris-mod
The Stellaris mods contain三体-水滴，二向箔，等等
yhyu13/UChicago-Trading-Competition-2015
UIUC Team 1 - Thibaut Xiong, Greg Pastorek, Evan Fabry, Ty Buenting
yhyu13/us-college-scorecard