Course material for the lecture "Differential equations in the earth system" (WS 2019/2020) @ CAU Kiel

Stanford Machine Learning course exercises implemented with scikit-learn

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-m…

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

Simple reference implementation of GraphSAGE.

A General Approach to Seismic Inversion Problems using Automatic Differentiation

A collection of codes with OpenFWI project

Re-Implementation of "Image Inpainting for Irregular Holes using Partial Convolution"

A New Padding Scheme: Partial Convolution based Padding

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

Implementation of FTRL (Follow the Regularized Leader)

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

A lightweight package for converting your labelme annotations into COCO object detection format.

📐A collection of line segments detection algorithms.