factoryofthesun

IVaps

Treatment effect estimation using outcomes from ML-based assignment.

TFT-Reroll-Calculator

RShiny application for calculating different reroll scenarios in TFT. Applies Markov chain properties to make calculations efficient.

exam

Implementation of the Experiment-as-Market design method proposed by Narita 2020 (forthcoming).

mathforml_cropprediction

Math for ML final project: compare the results of dimensionality reduction for predicting crop yields using an MLP. We compare k-SVD/PCA to LASSO regression to reduce input feature dimensions for the regression problem.

r-IVaps

Treatment Effect Estimation Using Data From Algorithm-Based Recommendations

CS152

The C code I wrote for the class

CS154

distraytracer

Distributed ray tracer written for CS578 Introduction to Computer Graphics.

factoryofthesun.github.io

DeepBS

TFT Board Strength Calculator

IDGL

Refactor of IDGL for CMSC 35430 final research project

libigl

Simple C++ geometry processing library.

NJFWand

DA Wand adapted with NJF architecture

NutritionBiasinScience

Project with Anita Rao applying machine learning to the food science literature to determine whether there exists a "positive health" bias among industry-funded research.

oldsite

Rao-NLP

Evaluating multiple models (fine-tuning SciBERT, fine-tuning XLNet, CNN with frozen SciBERT embeddings) to perform sentiment analysis on scientific abstracts

sfr_mergers

TFT-API-Stats

Data analysis project looking at match history data pulled from the TFT RiotGames API

tmp.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Twitter_Political_Sentiment

Sentiment analysis of 2020 Democratic Presidential Candidates on Twitter

Yusuke_Narita_RP

RA work for Yusuke Narita on "Machine Learning is Natural Experiment" project