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Dustin Zubke's Projects

courses icon courses

Code meant to test concepts encountered in courses and books

creditworthiness icon creditworthiness

This repository contains code that will assess the creditworthiness of a lender based on data from lendingclub.com

deepspeech icon deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

gcp_api icon gcp_api

This repo contains code for setting up a basic api using google cloud platform

jupyter_base icon jupyter_base

A base repo with a docker file and instruction for running a jupyter notebook from the cloud

mapping-drz icon mapping-drz

Joins three datasets of powerplant data into a single dataset

oil_well_detector icon oil_well_detector

A machine learning algorithm that is meant to detect oil wells in the Bakken oil field based on satellite imagery

ship_detector icon ship_detector

A project detecting ships using a pre-labeled dataset of ships from Planet's Open California set of images.

speech icon speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

speech-lite icon speech-lite

offshoot of speech-lfs repo without huge .git dir with old model files. trimmed to use in kubernetes training.

transducer icon transducer

A Fast Sequence Transducer Implementation with PyTorch Bindings

volttron icon volttron

VOLTTRON Distributed Control System Platform

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