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Thomas Germer's Projects

animal-matting icon animal-matting

Github repository for the paper End-to-end Animal Image Matting

btree icon btree

Set based on b-tree in Python

cifar10-fast-simple icon cifar10-fast-simple

Train CIFAR10 to 94% accuracy in a few minutes/seconds. Based on https://github.com/davidcpage/cifar10-fast

disjointset icon disjointset

Disjoint-set/union-find data structure implementation in Python

double-descent icon double-descent

This is an (unsuccessful) attempt at testing double descent without changing the training regime

fairdo icon fairdo

A Python package for mitigating bias in data.

hsc icon hsc

Hierarchical Sparsify and Compensate - fast preconditioner for Laplacian matrices

matting icon matting

Python package for alpha matting. This repository has moved:

ml-hypersim icon ml-hypersim

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

nerf icon nerf

Code release for NeRF (Neural Radiance Fields)

numpy icon numpy

The fundamental package for scientific computing with Python.

numpyclip icon numpyclip

Pure NumPy implementation of https://github.com/openai/CLIP

numpyconv2d icon numpyconv2d

Fully vectorized NumPy implementation of PyTorch-like Conv2d convolution with support for stride, padding, dilation and groups.

poly-match icon poly-match

Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post

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