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rachelluoyt's Projects

cayman icon cayman

Cayman is a Jekyll theme for GitHub Pages

covid-19-community icon covid-19-community

Community effort to build a Neo4j Knowledge Graph (KG) that links heterogeneous data about COVID-19

kg-import icon kg-import

kg-import automates the ingestion of heterogeneous datasets into a Knowledge Graph.

lineages icon lineages

Parse SARS-CoV-2 lineages from publications

ma189 icon ma189

Course materials for UCSD class ma189, winter 2021.

mlip-api-lab icon mlip-api-lab

Repository for Recitation Lab 1 - Machine Learning in Production [Spring 2024]

mlip-docker-lab icon mlip-docker-lab

Repository for Recitation Lab 5 - Machine Learning in Production [Spring 2024]

mlip-kafka-lab icon mlip-kafka-lab

Repository for Recitation Lab 2 - Machine Learning in Production [Spring 2024]

mlip_lab6 icon mlip_lab6

This repo provides a starter code for Lab 6 - CI with Jenkins

mlip_lab7 icon mlip_lab7

This repo is designed for MLIP_Lab7 - MLFlow. This lab focus on the experiment tracking aspect of MLFlow

pyha icon pyha

A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Current proof of concept work being fulfilled on Bird Audio clips using Microfaune predictions.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rl_backdoor icon rl_backdoor

Open source implementation of the TrojDRL algorithm presented in TrojDRL: Evaluation of backdoor attacks on Deep Reinforcement Learning

safety-starter-agents icon safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

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