MattScho
Machine Learning Engineer Interested in all aspects of Machine Learning infrastructure and tooling. Particularly interested in NLP and RL product engineering.
Pinned Repositories
BikeShareIRL
Simulation software to test reinforcement learning agents in a Bike Sharing system
ComputerNetworksF2020Project
My final project for Graduate Computer Networks Fall 2020, a comparison of various methodologies for a reinforcement learning framework to increase the service level of bikeshare networks
DarkBoard
Class project for creating a system for managing a school
DecisionTreeBotnetClassification
In this project I created a Decision Tree that can classify netflow data as to whether it belongs to a botnet
EquationSolver
MalwareClassificationCNN
A pipeline for transforming malware Windows System API Call Streams into feature vectors that are then used to train a 1D CNN that achieves 91% accuracy
MLUI
A User Interface for Machine Learning, designed for all levels of expertise
ObjectDetectionCreator
ProfHacks2021
Neural Style Transfer with Instance Segmentation
ReinforcementLearning_UserIncentivizationForBikeshareRebalancing
Codebase for my thesis "Rebalancing Shared Mobility Systems By User Incentive Scheme via Reinforcement Learning"
MattScho's Repositories
MattScho/BikeShareIRL
Simulation software to test reinforcement learning agents in a Bike Sharing system
MattScho/ReinforcementLearning_UserIncentivizationForBikeshareRebalancing
Codebase for my thesis "Rebalancing Shared Mobility Systems By User Incentive Scheme via Reinforcement Learning"
MattScho/MLUI
A User Interface for Machine Learning, designed for all levels of expertise
MattScho/ComputerNetworksF2020Project
My final project for Graduate Computer Networks Fall 2020, a comparison of various methodologies for a reinforcement learning framework to increase the service level of bikeshare networks
MattScho/ObjectDetectionCreator
MattScho/ProfHacks2021
Neural Style Transfer with Instance Segmentation
MattScho/DarkBoard
Class project for creating a system for managing a school
MattScho/DecisionTreeBotnetClassification
In this project I created a Decision Tree that can classify netflow data as to whether it belongs to a botnet
MattScho/EquationSolver
MattScho/MalwareClassificationCNN
A pipeline for transforming malware Windows System API Call Streams into feature vectors that are then used to train a 1D CNN that achieves 91% accuracy
MattScho/DSA_ShoppingCenterProject
Data Structures & Algorithms final project
MattScho/InventorySystem
MattScho/Rebalancing-Shared-Mobility-System-by-User-Incentive-Schemes
MattScho/SumoBotCompetition
MattScho/tensorflow
An Open Source Machine Learning Framework for Everyone
MattScho/TimeSeriesVisualizer
An application for visualizing time series data and how a classification model performs on such data.
MattScho/VideoBasedNeuralStyleTransfer