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(work in progress) program that takes website links, desired data and computes paths for the data to algorithmically generate an API for that website
Applying an epsilon greedy Monte Carlo algorithm to the cartpole environment using OpenAIs gym library.
chess AI which plays like a human; it uses tactics and openings to play aggressively and use traps
copies an image in the clipboard to an image file in a specified directory
A library of machine learning functionality.
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.
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).
A simple tool which allows one to type in name of snippet, press enter, then have the code copied to the clipboard
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)
A simple, lightweight library you can pip install for the purpose of improving python debugging.
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!
A simple pip package for adding quick code into repositories when debugging, logging, etc.
A cumulative collection of helper functionality for personal use.
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.
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.
A fork of the code base from the paper entitled, "Disentangled Representation Learning for Non-Parallel Text Style Transfer".
machine learning examples and helper libraries
Magenta: Music and Art Generation with Machine Intelligence
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.
Using a machine learning model to predict good music and using the model output as rewards for a reinforcement learning algorithm.
Takes ratings of songs into a txt file
An implementation I wrote for neural networks and backpropogation to understand how they work.
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.
Parse latex notes of UW courses (by tags) to apply filters and efficiently create suty notes.
A Python Parser
program which takes weekly or one-time events as input and creates a pdf of a weekly planner ready for printing
A collection of scripts, command aliases, and keyboard shortcuts to help with using new computers.
Solutions for Project Euler problems. My files include at least 2 solutions including a brute force approach and a faster way.
An algorithm which can help with translating specific pseudocode to code
A repository for parsing python repos to automatically determine missing import statements.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.