Simon Witzke (witsyke)

witsyke

Geek Repo

Company:HPI

Location:Berlin

Home Page:witsyke.com

Twitter:@witsyke

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Simon Witzke's starred repositories

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

deck.gl

WebGL2 powered visualization framework

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nn-zero-to-hero

Neural Networks: Zero to Hero

Language:Jupyter NotebookLicense:MITStargazers:11095Issues:274Issues:30

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

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crowd.dev

⚡️ The developer data platform to centralize community, product, and customer data

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zotero-night

Night theme for Zotero UI and PDF

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cugraph

cuGraph - RAPIDS Graph Analytics Library

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pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.2)

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constellation

Constellation is the first Confidential Kubernetes. Constellation shields entire Kubernetes clusters from the (cloud) infrastructure using confidential computing.

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Bigscity-LibCity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

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pytorch-softdtw-cuda

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch

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Quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

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bricks

Open-source natural language enrichments at your fingertips.

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STSGCN

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

MiVOLO

MiVOLO age & gender transformer neural network

covasim

COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions

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aspekta

Modern sans-serif font family.

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LRP_for_LSTM

Layer-wise Relevance Propagation (LRP) for LSTMs.

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pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

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tutorials

Repo for the material used during conference tutorial and talks

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covid19-interventionmeasures

Complexity Science Hub (CSH) Covid-19 Control Strategies List (CCCSL)

XAI_Transformers

Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation

Language:Jupyter NotebookLicense:MITStargazers:55Issues:2Issues:6

COVID-public

Repo to share open work on the COVID-19 outbreak

text-based-traffic-understanding

The code and dataset of the KDD23 paper 'A Study of Situational Reasoning for Traffic Understanding'

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STSGCN

PyTorch implementation of Spatial-Temporal Synchronous Graph Convolutional Networks

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GInPipe

(SARS2) Genome-based incidence estimation

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MonotonicFairness

Supporting code for "Avoiding Resentment Via Monotonic Fairness"

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