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1806

18.06 course at MIT

2018-titanic-survival-model

2019-titanic-survival-models

Predicting Titanic Survival Using Neural Networks and Hard/Soft Voting Classifiers

2020-computefest

2021-computefest

advex_notbugs_features

Final Project for AM 207, Fall 2021. Review & experimentation with paper "Adversarial Examples Are Not Bugs, They Are Features"

algodeck

An Open-Source Collection of 200+ Algorithmic Flash Cards to Help you Preparing your Algorithm & Data Structure Interview 💯

apollo_ad

an automatic differentiation package implementing forward and reverse mode created for Harvard AC207

boston-housing-value-models

Predicting Boston Housing Prices with Decision Trees, Random Forests, and Ridge/Lasso Regression

cpp-cheatsheet

Modern C++ Cheatsheet

crypto_forecasting

Web app built on GCP that accepts real-time data from Binance and produces minute-by-minute predictions using a LSTM.

cs107

cs107test

Used for AC 207 Homework 4 Problem 5

cs205_recommender

Python vs Scala: Comparing speed, scalability and performance for a distributed movie recommender using ALS

curry-shot-prediction

Predicting Whether Or Not Steph Curry Will Make a Shot Using Logistic Regression, LDA, AdaBoost, and Gradient Boosting

docker-for-data-science-tutorial

Materials for "Docker for Data Science" tutorial presented at PyCon 2018 in Cleveland, OH

espn-50-worst-pl-transfers

Practicing web scraping, regular expression, and visualization skills

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

interviews

Everything you need to know to get the job.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mushroom-app

Mushroom App

neuroimaging-research

Research for Vanderbilt's Neuroimaging & Brain Dynamics Lab

nfl-team-similarity-tool

playground

podcast_disagreements_detection

Study the detection of disagreement in Spotify podcast episodes based on audio data and automatic transcriptions. Applying unsupervised and supervised approaches for disagreement detection to evaluate whether combining prosodic and lexical features can improve detection over utilizing each individually.

pycon-2017-eda-tutorial

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

random-password-generator

spaceship-titanic

Playing Around With Kaggle's Spaceship Titanic dataset using Docker, GCP, XGBoost, Pipenv, Jupyter, and more!

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.