Code
For the Avanti Fellows ecosystem, browse the GitHub organization. I help maintain Quiz Engine, Portal, Reporting Engine, Session Manager, and more.
These repos have a variety of open issues, many of which are beginner-friendly. Please consider contributing! You can reach out to me on Avanti's Discord. My discord id is suryabulusu.
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bib-gen: Fetch bibtex from paper titles
Repurposed from Xeophon's espanso bib generator to fetch BibTeX quickly.
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sslvae: Semi Supervised Learning with discrete VAE
Implements Concrete distribution and the Gumbel-Softmax trick, plus variational contrastive divergence experiments.
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Advent of Code 2021
Notes on each puzzle while learning Python typing and class structuring.
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Tutorial on Human Evaluation
Workflow for collecting human responses at scale using Mechanical Turk + Google Drive. Code
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Solutions to CSES Problems
CSES has concise descriptions of common algorithms. My goal wasn't necessarily to excel in competitive programming but rather deepen my familiarity with Python.
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Mixture of ARMA: Time Series clustering
EM-based soft clustering of time series with automatic model selection via BIC.
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Code for CS698X: Probabilistic Modelling and Inference
Bayesian linear regression, MCMC, online EM, and more from Prof. Piyush Rai's course.