Synapt1x
Machine learning engineer at Meta Platforms inc. I am interested in building ML solutions for complex problems, particularly using computer vision and/or RL.
Bold CommerceWinnipeg, Manitoba
Pinned Repositories
AccelerometerProject
This repo contains my MATLAB R2015a code for my BME 7022 project involving using accelerometer data to calculate the number of steps taken.
BananaBotNavigation
Project code for developing an RL agent that navigates in a virtual world collecting bananas. Part of my work for the Deep RL Nanodegree on Udacity.
ContinuousControlUnityML
Project code for developing an RL agent that is able to learn how to continuously improve its ability to control movement in a virtual environment. Part of my work for the Deep RL Nanodegree on Udacity.
gym-yugioh
A Yu-Gi-Oh! environment enabling RL agent development for playing the game of Yu-Gi-Oh!
MitochondriaModel
A repository housing a computational model of mitochondrial electron transport chain bioenergetics.
MLH-2018Hackathon
This repo contains work for the 2018 MLH Hackathon at the U of M. This project won the overall 'balanced' category.
MultiAgentRL-Tennis
Project code for developing a multi-agent RL system that is able to learn how to play tennis, a competitive two-player game. Part of my work for the Deep RL Nanodegree on Udacity.
MWMTrackingSoftware
A repo containing for training and building my custom-built CNN for tracking mouse location during the Morris Water Maze experiment.
Synapt1x's Repositories
Synapt1x/gym-yugioh
A Yu-Gi-Oh! environment enabling RL agent development for playing the game of Yu-Gi-Oh!
Synapt1x/AccelerometerProject
This repo contains my MATLAB R2015a code for my BME 7022 project involving using accelerometer data to calculate the number of steps taken.
Synapt1x/Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
Synapt1x/BananaBotNavigation
Project code for developing an RL agent that navigates in a virtual world collecting bananas. Part of my work for the Deep RL Nanodegree on Udacity.
Synapt1x/ContinuousControlUnityML
Project code for developing an RL agent that is able to learn how to continuously improve its ability to control movement in a virtual environment. Part of my work for the Deep RL Nanodegree on Udacity.
Synapt1x/MitochondriaModel
A repository housing a computational model of mitochondrial electron transport chain bioenergetics.
Synapt1x/MLH-2018Hackathon
This repo contains work for the 2018 MLH Hackathon at the U of M. This project won the overall 'balanced' category.
Synapt1x/MultiAgentRL-Tennis
Project code for developing a multi-agent RL system that is able to learn how to play tennis, a competitive two-player game. Part of my work for the Deep RL Nanodegree on Udacity.
Synapt1x/MWMTrackingSoftware
A repo containing for training and building my custom-built CNN for tracking mouse location during the Morris Water Maze experiment.
Synapt1x/CMEPractice
Practice work for stochastic simulation
Synapt1x/DataGrouper
A repo containing a small python project to be used for grouping data files into a single excel file.
Synapt1x/gym-soccer
Synapt1x/libfunctionality
A minimal library for dynamically-loaded or statically-linked functionality modules.
Synapt1x/PythonDataProcessor
Data Processor software developed for Dr. Debbie Kelly at the University of Manitoba.
Synapt1x/setup.py
📦 A Human's Ultimate Guide to setup.py.