David Gutsch's repositories
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.
dog_breed_cnn
Convolutional Neural Networks that predict dog breeds, and delineates between human faces and dogs
dqn_navigation_project
Collecting Bananas using Deep Q Learning in a unity environment using ml-agents.
emacs-init
emacs init for scala
errorhandling-with-optics-http4s
Tinkering with ideas presented by Gabriel Volpe. Exhaustive pattern matching on errors while avoiding EitherTs
face-generation-DCGAN
This project uses Deep Convolutional Generative Adversarial Networks to generated faces, the network was trained on celebrity face images.
KafkaStreams4s
Kafka Streams for Scala. Integrates KafkaStreams with the cats-effect ecosystem
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.
pytorch-AdaIN
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
react-dragable
react draggable using TDD with enzyme + jest
React-Native-Udemy
This repository is built off of Stephen Grider's ReactNative + hooks Udemy course.
rnn_tv_script_generation
Udacity Recurrent Neural Network project to consume Seinfeld scripts and Generate synthetic scripts.
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.
thumb_disassembler
a disassembler written for the arm thumb instruction set
weather-server
Weather server that uses the Open Weather API that exposes an endpoint that takes in lat/long coordinates.