eric-epstein-5747 Goto Github PK

ada_sst

Using state of the art speech-to-text models to transcribe interviews with my grandmother

alphabetizing_addresses_by_last_name

Contains two utilities which: (1) extract addresses from table in .docx file into a .xlsx file, capturing last name in 1st column for easy alphabetization; (2) export addresses from such .xlsx file to .docx file that is (assumed to be) pre-formatted for pretty printing.

automate_unzipping_files

Contains a python script that unzips all .zip files in the cwd

business_patterns

Using government data, I identify some patterns of growth and decline in different industries across New York State.

column_swapping

Contains a utility for swapping columns in a csv file, plus a test suite and various related files. E.g., a utility that writes the test results to an html table which can be opened in a web browser.

data-science-interviews

Data science interview questions and answers

data_challenge_checklist

A checklist to maximize effective usage of time in data challenges

email_data

I took a large flat text file of anonymized email data and used a regex (see tablemaker_better) to capture the desired information in a csv file with three columns. This repo also contains a script for importing csv into R and generating histograms and further datasets from it. (Script to be run from an R console; needs to be rewritten if run from command line.)

eric-epstein7.github.io

happy_hotels

In this project, I examine a large number of hotel reviews, identify the topics discussed, and surface, for each topic, an important sentence about that topic.

keras_lstm_tutorial

This repo contains my code for a tutorial in using a LSTM for text generation. The tutorial can be found here: https://adventuresinmachinelearning.com/keras-lstm-tutorial/

python-explorations

Contains my solutions to the exercises in John V. Guttag's "Introduction to Computation and Programming Using Python", 2nd Edition.

social_distancing

Is now a good time to go to prospect park?

weather_and_energy_demand

In this project, I fit and assess a model that predicts energy demand based on weather conditions.

yoastseo.js

Analyze content on a page and give SEO feedback as well as render a snippet preview.