gutscdav000

base-emacs-home-manager-module

BikeSharingNeuralNet

console-spreadsheet-program

continuous_control_policy_learning

Udacity project to use policy based learning to control a robotic arm.

DebtBlitz-algorithm

avalanche and snowball debt repayments written for a microservice architecture.

dining-philosophers

dog_breed_cnn

Convolutional Neural Networks that predict dog breeds, and delineates between human faces and dogs

gutscdav000/base-emacs-home-manager-module

gutscdav000/BikeSharingNeuralNet

gutscdav000/console-spreadsheet-program

gutscdav000/continuous_control_policy_learning

Udacity project to use policy based learning to control a robotic arm.

gutscdav000/DebtBlitz-algorithm

avalanche and snowball debt repayments written for a microservice architecture.

gutscdav000/dining-philosophers

gutscdav000/dog_breed_cnn

Convolutional Neural Networks that predict dog breeds, and delineates between human faces and dogs

gutscdav000/dqn_navigation_project

Collecting Bananas using Deep Q Learning in a unity environment using ml-agents.

gutscdav000/errorhandling-with-optics-http4s

Tinkering with ideas presented by Gabriel Volpe. Exhaustive pattern matching on errors while avoiding EitherTs

gutscdav000/face-generation-DCGAN

This project uses Deep Convolutional Generative Adversarial Networks to generated faces, the network was trained on celebrity face images.

gutscdav000/formula-1-django-application

gutscdav000/formula-one-telemetry

gutscdav000/fun_with_datastructures

gutscdav000/http4s

A minimal, idiomatic Scala interface for HTTP

gutscdav000/KafkaStreams4s

Kafka Streams for Scala. Integrates KafkaStreams with the cats-effect ecosystem

gutscdav000/open_ai_taxi

A solution and description to open ai's Taxi-v3 toy problem based on the paper, "Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition" by Thomas G. Dietterich. Using hierarchical reinforcement learning to find optimal strategies to pick up a passenger, get them to a location, and drop them off. I used the Sarsa, Q learning, and Expected Sarsa algorithms to solve the problem.

gutscdav000/personal_website

gutscdav000/Projects

This is a repository of my smaller side projects.

gutscdav000/pytorch-AdaIN

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

gutscdav000/question-answer-agent

gutscdav000/react-dragable

react draggable using TDD with enzyme + jest

gutscdav000/React-Native-Udemy

This repository is built off of Stephen Grider's ReactNative + hooks Udemy course.

gutscdav000/rnn_tv_script_generation

Udacity Recurrent Neural Network project to consume Seinfeld scripts and Generate synthetic scripts.

gutscdav000/scala-api

gutscdav000/sentiment-analysis-RNN-sagemaker

this is an RNN project created in AWS SageMaker to learn how to deploy, hyperparameter tune, and update model's in AWS using: SageMaker, API Gateway, and Lambdas.

gutscdav000/tennis-multiagent-reinforcement-learning

gutscdav000/thumb_disassembler

a disassembler written for the arm thumb instruction set

gutscdav000/weather-server

Weather server that uses the Open Weather API that exposes an endpoint that takes in lat/long coordinates.