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Joseph Lee's Projects

alphagolite icon alphagolite

Full-stack project involving creating A.I. model (largely inspired by AlphaGo) to play Go and an interface to play with other players and play against the A.I.

awesome-neural-ode icon awesome-neural-ode

A collection of resources regarding the interplay between differential equations, dynamical systems, deep learning, control and optimization.

covid-19_projects icon covid-19_projects

CS projects for the Coronavirus Disease. Most projects will likely be machine learning-based.

d3_js_practical_intro icon d3_js_practical_intro

Following the tutorial from https://www.youtube.com/watch?v=TOJ9yjvlapY with comments to explain what I learn

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

detect-gpt icon detect-gpt

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

google-search-api icon google-search-api

Python based api for searching google web, images, calc, and currency conversion.

hello-world icon hello-world

Remote repository needed to the "Remote Control" Git-It Exercise

knobs icon knobs

A reasonable configuration library for Scala

mit_deep_learning icon mit_deep_learning

All Lab exercises from MIT's Deep Learning course, which is nicely open-source for everyone. Information about the course can be found: http://introtodeeplearning.com

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

nasbench101 icon nasbench101

NASBench: A Neural Architecture Search Dataset and Benchmark

nlp_spanish_sentiment_anaylsis_text_generation icon nlp_spanish_sentiment_anaylsis_text_generation

Machine Learning + LSTM Implementation to capture sentiments surrouding the Colombian elections in 2018. Sentiment analysis entirely on Spanish tweets with interesting external data sourcing.

node-python icon node-python

Starter code to use nodejs with a python layer as the backend

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