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Alex Perusse's Projects

1001tracklist-api icon 1001tracklist-api

A small REST api providing some functionality to fetch data from 1001tracklist.com

acm-school-placement icon acm-school-placement

An algorithm to match City Year AmeriCorps Members to schools based on various characteristics of each

aind2-cnn icon aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

autobambi icon autobambi

Automatated Model Building based on PyMC3 and Bambi.

capnctrl icon capnctrl

Capture and control mouse, keyboard, joysticks from python. For Windows

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

data-science-capstone icon data-science-capstone

Capstone Project completed as a part of the Microsoft Professional Program for Data Science. This report explores the problem of predicting earthquake damage.

dec-keras icon dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

decision-science-framework icon decision-science-framework

Tool for Decision Modeling using PyMC3 based on the Applied Information Economics method created by Douglas Hubbard and described in his book How to Measure Anything.

dog-project icon dog-project

Submission for the dog breed identification project in the Udacity Deep Learning Nanodegree.

dowhy icon dowhy

DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dsapp_ra_project icon dsapp_ra_project

This repository includes an exercise for aspiring DSaPP volunteers and research assistants to complete

escher icon escher

A personal resume bot built with the microsoft bot framework

flask-angular-data-science icon flask-angular-data-science

Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280

fractals icon fractals

An exploration of different fractals calculated and visualized with Python.

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-2-simple icon gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

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