Pinned Repositories
CS152
The C code I wrote for the class
CS154
distraytracer
Distributed ray tracer written for CS578 Introduction to Computer Graphics.
exam
Implementation of the Experiment-as-Market design method proposed by Narita 2020 (forthcoming).
IVaps
Treatment effect estimation using outcomes from ML-based assignment.
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
TFT-Reroll-Calculator
RShiny application for calculating different reroll scenarios in TFT. Applies Markov chain properties to make calculations efficient.
DA-Wand
Maps a user-selected point to a segmentation which induces a low distortion parameterization
text2mesh
3D mesh stylization driven by a text input in PyTorch
factoryofthesun's Repositories
factoryofthesun/IVaps
Treatment effect estimation using outcomes from ML-based assignment.
factoryofthesun/TFT-Reroll-Calculator
RShiny application for calculating different reroll scenarios in TFT. Applies Markov chain properties to make calculations efficient.
factoryofthesun/exam
Implementation of the Experiment-as-Market design method proposed by Narita 2020 (forthcoming).
factoryofthesun/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.
factoryofthesun/r-IVaps
Treatment Effect Estimation Using Data From Algorithm-Based Recommendations
factoryofthesun/CS152
The C code I wrote for the class
factoryofthesun/CS154
factoryofthesun/distraytracer
Distributed ray tracer written for CS578 Introduction to Computer Graphics.
factoryofthesun/factoryofthesun.github.io
factoryofthesun/DeepBS
TFT Board Strength Calculator
factoryofthesun/IDGL
Refactor of IDGL for CMSC 35430 final research project
factoryofthesun/libigl
Simple C++ geometry processing library.
factoryofthesun/NJFWand
DA Wand adapted with NJF architecture
factoryofthesun/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.
factoryofthesun/oldsite
factoryofthesun/Rao-NLP
Evaluating multiple models (fine-tuning SciBERT, fine-tuning XLNet, CNN with frozen SciBERT embeddings) to perform sentiment analysis on scientific abstracts
factoryofthesun/sfr_mergers
factoryofthesun/TFT-API-Stats
Data analysis project looking at match history data pulled from the TFT RiotGames API
factoryofthesun/tmp.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
factoryofthesun/Twitter_Political_Sentiment
Sentiment analysis of 2020 Democratic Presidential Candidates on Twitter
factoryofthesun/Yusuke_Narita_RP
RA work for Yusuke Narita on "Machine Learning is Natural Experiment" project