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Matt Widjaja's Projects

crime2015 icon crime2015

Plotting a Map of the United States with Shootings vs. Laws per State

datahelper icon datahelper

Personal Functions to help combine common Data Science operations

dsonmacarm icon dsonmacarm

My notes on how I created my Data Science environment on macOS ARM

estemplates icon estemplates

Basic Python Scripts to support an ElasticSearch database.

fashionimage icon fashionimage

A project to develop a Convolutional Neural Network to classify different clothing articles from the Fashion MNIST dataset

heartbeat-prediction icon heartbeat-prediction

Creating a Deep Learning Model to predict between Normal, Murmur, Extra Heart Sound, and Artifiact Heartbeats for Dataset A and between Normal, Murmur, and Extrasystole Heartbeats for Dataset B

phillycrime icon phillycrime

Research into mapping and predicting crime in Philadelphia

pydata15 icon pydata15

Notes and iPython Notebooks from PyData 2015

pydata2021-eda icon pydata2021-eda

[PyData Global 2021] Know Your Data First: An Introduction to Exploratory Data Analysis

sfcrime icon sfcrime

San Francisco Crime prediction algorithm

tensorflow_macos icon tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

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