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Sophia Kolak's Projects

4156-team-project icon 4156-team-project

A web application that matches researchers running clinical trials with prospective trial participants

bugsinpy icon bugsinpy

BugsInPy: Benchmarking Bugs in Python Projects

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

feature-extract icon feature-extract

Extracting IO pairs, natural language descriptions, and API calls from data science code snippets

lyraics icon lyraics

A program that uses machine learning to iteratively generate lyrics for a user-provided vocal melody, genre, mood, and story.

nasa-suits icon nasa-suits

Creating spacesuit information displays within augmented reality (AR) environments.

patch-gen icon patch-gen

Patches to the Quixbugs repair benchmark generated by large language models ranging from 160M to 12B parameters

perf-patterns-dw icon perf-patterns-dw

Finding performance outliers at the statement level in Python3 code using DeepWalk

prime-numbers- icon prime-numbers-

Methods to generate primes, test for primality, and visualize the distribution of primes.

qiskit-terra icon qiskit-terra

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.

titan_face icon titan_face

A CUDA-based physics simulation sandbox for high-performance robotics, physics, and reinforcement learning applications.

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