jonah-chen Goto Github PK

2021-notes

2022-23-notes

3dmapping

alex

A neural network built from basic linear algebra coded in C# trained on a regression model for stock prices.

alexv2

This is an improvement of the initial grade 12 capstone project Alex using more data and machine learning API.

alphazero-guerzhoy

A RL agent using ResNet and MCTS to master the game of Gomoku through self-play inspired by the algorithm of Alpha-zero and AlphaGo. Named after its victim—inspired by the names AlphaGo-Fan and AlphaGo-Lee—but scoped beyond defeating Guerzhoy's simple AI (see gomoku.py) rather its goal is to master the game of Gomoku.

autograd

avalon-bot

bears-v-babies

chess

circuittikz-gui

civ102-bridge-design

csc180

cuda

Just a simplton trying to learn CUDA.

destream-pdf

Save Microsoft Stream videos for offline enjoyment.

english-words

:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion

engsci-2t4

eve-bot

A Discord bot I created in Python. Her name is Eve.

fake-news

An LSTM model using tensorflow and word vectors from spaCy for predicting if a news article is real or fake. Integrated with a web-app frontend.

hackenbush

"oof = { 0 | off }". (C++ OpenGL implementation of 3D infinite HACKENBUSH)

imgui-rotatable-images

Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies

jonah-chen

mahjong

Currently just a Japanese mahjong game simulation that can be played by computer

mat257

Weekly Assignments for MAT257

mat292

MATLAB work for MAT292 labs.

midi-piano

midi-shark

Automatic piano transcription model based on transformers and the onsets/frames architecture. Class project for APS360: Applied Fundamentals of Machine Learning.

mt3

MT3: Multi-Task Multitrack Music Transcription

neural-networks-from-scratch

Building neural networks from scratch. This time for real with some consideration for speed and diversity.

nlp

My project as I start to learn natural language processing with A.I. By the end of this journey, my goal is to write an A.I. that can complete and pass the Praxis I and II final exams.