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Jacob Kreider's Projects

dataengineering icon dataengineering

A catch-all repository for data engineering projects, both practical and for fun

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

dnn-movie-posters icon dnn-movie-posters

A simple demo / tutorial / experiment / portfolio project for me to better understand the concepts of Machine Learning

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

funprojects icon funprojects

A collection of personal projects I do as favors or for fun

github_classifier icon github_classifier

Classifies Github repositories/users using SVM and provides insight into tools and behavior

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kindlelazy icon kindlelazy

Program/KUAL extension to control Kindle via usb device (keyboard etc) + upside down

movieposterclassification icon movieposterclassification

Classifying movie posters using CNN to check if genre of a movie can be determined by just looking at a poster.

msds432 icon msds432

Work for Foundations of Data Engineering at Northwestern MSDS program

msds434 icon msds434

Work for the Northwestern University MS in Data Science program-- MSDS 434, Analytics Application Development

msds453 icon msds453

Work and notes for Northwestern University MSDS 453- Natural Language Processing

msds458 icon msds458

Work for the Northwestern MS Data Science course in Deep Learning

msds464 icon msds464

Work and notes for Northwestern University MSDS 464- Intelligent Systems and Robotics

nu-msds458 icon nu-msds458

Work for the AI/Deep Learning course in the MSDS program at Northwestern University

recipe-crawler icon recipe-crawler

Python package for checking top recipes on popular recipe sites and scraping them. Builds on form from user hhursev

sc-fegan icon sc-fegan

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color

telegrad icon telegrad

A Telegram bot to monitor and control deep learning experiments

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

weather icon weather

R package to download, transform, analyze, and plot NOAA ISD weather data

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