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cemp_so3_python

Python3 implementation of the CEMP algorithm on the SO(3) group (https://link.springer.com/content/pdf/10.1007/s10208-021-09532-w.pdf)

cpm_tensorflow

Convolutional Pose Machine model trained on OpenMonkeyChallenge dataset

cpm_u-net

Combined convolutional pose machines with U-Net architecture for pose estimation

crowdsimulation

Using Processing to simulate multiple agents navigating an obstacle-filled environment using A* search on a graph of networks created through probabilistic roadmap (PRM).

diffusionmodelsandllms

Working with diffusion modules and LLMs

icon_pdes

In-Context Operator Learning models for Partial Differential Equations

jpxstockexchange

lendio

machinelearningmethods

Repository containing machine learning architectures using just Python and Numpy to review the underlying matrix calculus and linear algebra.

marioai

Using Reinforcement Learning to play Mario

marketmaker

Simulate a market for people to trade on

openmonkeychallenge

Monkey Pose estimation using PyTorch Lightning framework

pathfinder

Simple path finding visualizer using A star, BFS, bi-directional BFS

serverstatuscheckbot

Discord bot that updates players whether servers are online

spotifyrecommender

Use reinforcement learning to create Spotify playlists with recommended songs and create a dashboard of Spotify use

stockpricepredictor

A stock price predictor web app that uses react as a front end and flask to fetch data and run machine learning models on stock data.

tumorscanner

Use convolutional neural networks to classify and segment brain tumors