albertwujj Goto Github PK

ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

albertwujj.github.io

Human Philosophy blog

algorithmsclass

WSU Data Structures and Algorithms class projects

angryclawsts

Slay the Spire Mod. Make Claw duplicate like Anger.

anomaly

Subspace Outlier Detection in Linear Time with Randomized Hashing. Code of the paper http://charuaggarwal.net/linearout.pdf

anyrl-py

A reinforcement learning framework

ape-x

PyTorch Implementation of Distributed Prioritized Experience Replay(Ape-X)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

boots

burrows-wheeler

Implementation of Burrows-Wheeler data compression algorithm. Project from Princeton COS 226.

circleoftrust

bot for reddit's r/CircleofTrust event, got me 40 members before i was betrayed

courseraml

Andrew Ng Coursera assignments

docker-marlo

U.S. localization fork of ikeyasu's docker-marlo

dumbandpowerful

Simple model-free reinforcement learning agents, a simple equation solver, and Coursera ML assignments

dumbrain

All my random AI/ML projects in one place

easyrl-pytorch

PPO implementation in PyTorch

ext2fs

ext2 File System in C, from inodes to terminal commands, with WSU's KC Wang’s textbook

fireplace

A Hearthstone simulator in Python

fluxschedule

Open source code of Flux Schedule. 2018 published App Store description: https://appadvice.com/app/flux-speed-schedules/1336300102. See Youtube link for demo.

fluxscheduleandroid

Android prototype of my Flux Schedule iOS app, at WSU hackathon. Download Flux Schedule on iOS.

fscalendar

A fully customizable iOS calendar library, compatible with Objective-C and Swift

genprop

Mini DL Library with eager automatic differentiation. Supports backpropagation over a dynamically built graph.

gpt-2

Increased the efficiency of GPT-2 by one pass/token per prompt. See https://github.com/openai/gpt-2/pull/119. Code for the paper "Language Models are Unsupervised Multitask Learners"

gptransfer

Experiments modifying GPT-2 for classification, in Google Colab. One-click reproducible

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hearthenv

A Hearthstone environment for reinforcement learning agents, subclassing OpenAI/Gym. Supports human input, and includes a default agent.

idle-maker

A GUI-based idle game maker in progress, where users are able to create idle games through an intuitive GUI, play them, and (eventually) share them with other players online.

leetcodepython

Leetcode Practice in Python

legible_baselines

Commented versions of OpenAI's Baselines code

lightning

Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.