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herougo's Projects

apimaker icon apimaker

(work in progress) program that takes website links, desired data and computes paths for the data to algorithmically generate an API for that website

cartpolewithmontecarlo icon cartpolewithmontecarlo

Applying an epsilon greedy Monte Carlo algorithm to the cartpole environment using OpenAIs gym library.

chessai icon chessai

chess AI which plays like a human; it uses tactics and openings to play aggressively and use traps

clipboardsaver icon clipboardsaver

copies an image in the clipboard to an image file in a specified directory

codebank icon codebank

A library of machine learning functionality.

codebankalpha icon codebankalpha

A first draft of Code Bank, a website to lay out AI research tasks and make code searchable. See the "Wiki" tab for the content.

codebankinterfacesexperimentation icon codebankinterfacesexperimentation

A repo for experimenting with different ML interfaces to try to find a method to unify across frameworks (pytorch, tensorflow), areas (nlp, rl), and repos (allennlp, stable-baselines).

codesnippethelper icon codesnippethelper

A simple tool which allows one to type in name of snippet, press enter, then have the code copied to the clipboard

csharpquirks icon csharpquirks

This is a file that runs various tests to get a better understanding of how C# works (ie if you pass an object, will any changes be visible outside the function call? What about List<int>?). It also serves as a reference for working code snippets of various functionality of C# (ie async and lambda functions)

dtools icon dtools

A simple, lightweight library you can pip install for the purpose of improving python debugging.

hearthstonesimulator icon hearthstonesimulator

A simulator for the digital card game known as Hearthstone. I wrote this because I thought it would be a challenging software design exercise (how do card effects work?). It was!

hpip icon hpip

A simple pip package for adding quick code into repositories when debugging, logging, etc.

htools icon htools

A cumulative collection of helper functionality for personal use.

jobminedisplay icon jobminedisplay

This program allows one to to parse and tag job description data to help with job searches. It incorporates easy-to-read, reusable module structures that are easy to maintain and save time.

knowledgerepository icon knowledgerepository

A collection of general-purpose knowledge and ideas for machine learning developers I've accumulated over my learning process. See the "Wiki" tab for the content.

linguistic-style-transfer icon linguistic-style-transfer

A fork of the code base from the paper entitled, "Disentangled Representation Learning for Non-Parallel Text Style Transfer".

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

musiccomposition icon musiccomposition

This is a program I wrote in high school that uses an algorithm to compose a complete piano piece. To use it, run the .exe. Click the "Created Piece" tab, then click the "Create" button. Finally, click the "Play" button to listen to the RH melody.

musicgenerationwithml icon musicgenerationwithml

Using a machine learning model to predict good music and using the model output as rewards for a reinforcement learning algorithm.

neuralnetworkwrappers icon neuralnetworkwrappers

This is a respository of a collection of class wrappers for neural networks implemented in Tensorflow/Keras. These will help with rapid prototype development and provide custom error messages.

parselatexbytags icon parselatexbytags

Parse latex notes of UW courses (by tags) to apply filters and efficiently create suty notes.

plannercreator icon plannercreator

program which takes weekly or one-time events as input and creates a pdf of a weekly planner ready for printing

project-euler icon project-euler

Solutions for Project Euler problems. My files include at least 2 solutions including a brute force approach and a faster way.

pseudocode2code icon pseudocode2code

An algorithm which can help with translating specific pseudocode to code

pydependency icon pydependency

A repository for parsing python repos to automatically determine missing import statements.

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