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comp-methods

data-science-intro

Introduction to Data Science in Industry

evolutionary-sgd

A novel version of Stochastic gradient Descent that uses update rules inspired by evolutionary algorithms.

fokker-plank-sol

gradescope-to-lms-grader

A tool to import grades from Gradescope as a csv and generate final scores for inputting into your LMS (learning management system). Includes many tools such as curving, grade factoring, dropping and more. Since gradescope does not include these tools and is pushed to LMS systems. Gradescope works with very limited LMS's, so this bridge can be necessary.

hidden-dynamics

inf_redialer

Scripts for autohotkeys that will redial a number with options to get you to a service indefinite number of times.

intro-numerical-methods

Jupyter notebooks and other materials developed for the Columbia course APMA 4300

linkedin-age-predictor

Using scraped info such as job and education tries to predict age.

numerical-methods-pdes

Jupyter notebook class notes for Numerical Methods for PDEs

nyc-taxi-eta

Models transit time in NYC based on taxi data. Given coordinate locations and pickup time predicts drop off time.

signal-dist-extract

Finds k centers/locations of multimodal distribution. inverse process of distribution in 'gradescope-grader' package.

snake-ladder-markov

A probabilistic description of the game with diffrent metrics

spirit-distributor-busyness

A analysis of how busy a distributor can become on a given day based on the number of customers that call in for service. .

squirrel-distance

stochastic-algos

Stochastic algorithims for simulations and processes created during a graduate course.

store

wordle_assistant

A helpful list of words that are still possible given what you know.