Thomas Germer

matting. Python package for alpha matting. This repository has moved:

pygguf. GGUF parser in Python

Simple-GLM-OCR. Simple optical character recognition based on GLM-OCR with fewer dependencies.

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

FuzzyClustering. Fuzzy clustering in python

SimpleTinyLlama. https://github.com/jzhang38/TinyLlama using only PyTorch

Simple-TMF-Matting. Simplified version of https://github.com/Serge-weihao/TMF-Matting with minimal dependencies

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

NPConv2D. Fully vectorized NumPy implementation of PyTorch-like Conv2d convolution with support for stride, padding, dilation and groups.

recreate. Automatically recreate a directory by symlinking to files elsewhere on your system

LoopyLeaderboard. Evaluating repetitive behavior in Vision Language Models

safeserialize. SafeSerialize is a safe and extensible binary serialization library for Python.

ParallelZipFile. Quick hacky parallel ZipFile implementation

HTC2022-TUD-HHU-version-1. An entry for the Helsinki Tomography Challenge 2022 https://www.fips.fi/HTC2022.php

pytorch_distance_transform. Euclidean distance transform and Voronoi diagrams from binary mask in PyTorch based on Jump Flood Algorithm

parallel-md5sum. Parallel md5sum/sha256sum/sha1sum/sha512sum/sha512sum and whatever else Python's hashlib.algorithms_available contains

Sweepline. Line segment intersection using sweep line algorithm in C++

nprle. Vectorized NumPy implementation of run-length encoding for binary masks.

simple-dip. Simplified version of https://github.com/DmitryUlyanov/deep-image-prior

matvec-gpu. Comparison of various GPU acceleration frameworks using matrix-vector multiplication as an example

blts. Write code to pass tests using large language models

arcproximator. Approximate cubic Bézier curve with circular arcs.

btree. Set based on b-tree in Python

ConvNeXt-ADE20K. PyTorch implementation of ConvNeXt for inference on ADE20K semantic segmentation dataset

npset. Vectorized NumPy implementation of a sparse set data structure.

dynamic. Dynamically typed C objects

schubfach. Fast and exact conversion of doubles to decimal strings