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Jakub Filipek's Projects

599m-final icon 599m-final

Final Project for Foundations of Fairness in Machine Learning (CSE 599M) taught at the University of Washington in Winter 2020. This project looks at various over-, down- sampling alogrithms and their impact at various groups.

599q1-sp20 icon 599q1-sp20

Introduction to Quantum Computing (599Q1) taught by Nathan Wiebe at the University of Washington in Spring 2020

abstreet icon abstreet

A traffic simulation game exploring how small changes to roads affect cyclists, transit users, pedestrians, and drivers.

delta-rs icon delta-rs

A native Rust library for Delta Lake, with bindings into Python

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

fires-data icon fires-data

Dummy repo for CSE 442 cause google drive doesn't like to be downloaded from python/js

kornia icon kornia

Computer Vision and Robotics Library for AI

nn-arch-opt icon nn-arch-opt

Architecture optimization of a neural network given a labeled data-set. Initially created for ColorFlow project. It is build on top of the keras library.

rosdistro icon rosdistro

This repo maintains a lists of repositories for each ROS distribution

smpybandits icon smpybandits

🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on

utc-reproduction icon utc-reproduction

Attempt at reproducing results of "An Efficient Deep Reinforcement Learning Model for UrbanTraffic Control".

webviz icon webviz

web-based visualization libraries

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