maxdgu Goto Github PK

bayesian_uncertainty

This is my research project for the Irving Center for Cancer Dynamics/Azizi Lab, Columbia University.

bcgeomap

Geomapping of British Columbia's bedrock types using GeoPandas - an independent contracted project for large mining company.

cogmod-llmvshuman

Cognitive modeling of humans vs. LLM participants on the decision-making experiment (https://kyblab.tuebingen.mpg.de/experiment_ccs2022/experiment_ccs2023/banditexperiment/) by Eric Schulz and Marcel Binz. The experiment tested human vs. LLM inferential reasoning ability on systems of linear equations.

datascience.io

flightsimulations-

Welcome! Here we will be building out a tool to visualize and analyze the differences in real versus simulated data from drone flights.

gramex-nlg

Natural Language Generation for Gramex applications.

imagecaptioning

Image captioning with LSTM generators

imageclassification

java-gui-tools

Tools I built in Java using JFrame for video game tools/support/setup: includes battleship, a toolbar, a music player GUI, a game of Panic,

maxdgu.github.io

Max's Portfolio

mlsp19

Multi-Step Chord Sequence Prediction Based on Aggregated Multi-Scale Encoder-Decoder Networks, MLSP, October, 2019

mlsp20

An upgrade on Nika/Carsault's MLSP19 paper for automatic chord prediction

musical-markov-chains

May 2020, IRCAM: applied Markov models to algorithmic composition MATLAB code for hidden markov model genre classifier Python code for Markov-chain based compositions

nlpwithpdfs

Mines PDF's with PDFPlumber to extract word frequencies, unigram, bigram, and trigram counts. Implemented NLP methods on financial documents (with capability for all PDF documents) like smoothed trigram probability, sentence log probability, perplexity.

rl-tuned-music

tankwars

Reimainged 3-level, 2-player Tank Wars game I created in full-stack using pygames for front-end and Python 3 for back-end. Run TankWars.Py to play and have fun! Controls player 1: AWSD + Space, player 2: IJKL + Enter

tumordetection

Beginning of tumor detection computer vision on the CAMELYON dataset

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.