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    • Jupyter Notebook
      0000Updated Mar 10, 2026Mar 10, 2026
    • Home work exercises for Deep Learning course at HPI
      Jupyter Notebook
      0000Updated Jan 10, 2026Jan 10, 2026
    • Math4ML

      Public
      Lecture script for the Mathematics for Machine Learning lecture at HPI
      Jupyter Notebook
      2200Updated Jul 18, 2025Jul 18, 2025
    • visian

      Public
      TypeScript
      Apache License 2.0
      04568Updated Jun 25, 2025Jun 25, 2025
    • Python Code for the Mathematics for Machine Learning Lecture
      Python
      1001Updated Jun 24, 2025Jun 24, 2025
    • HPI Deep Learning Lecture
      Creative Commons Zero v1.0 Universal
      41510Updated Dec 11, 2024Dec 11, 2024
    • Jupyter Notebook
      0000Updated Oct 31, 2024Oct 31, 2024
    • MFD

      Public
      Jupyter Notebook
      MIT License
      0100Updated Sep 11, 2024Sep 11, 2024
    • 0000Updated Jun 13, 2024Jun 13, 2024
    • neurocor

      Public
      A repository to calculate genetic correlations with brain imaging phenotypes
      Python
      0000Updated Jul 24, 2023Jul 24, 2023
    • seak

      Public
      Python
      Apache License 2.0
      0320Updated Apr 18, 2023Apr 18, 2023
    • faatpipe

      Public
      Functional Annotation and Association Testing Pipeline
      Python
      Apache License 2.0
      0100Updated Apr 18, 2023Apr 18, 2023
    • Spatial Transcriptomics deconvolution pipeline
      Jupyter Notebook
      MIT License
      1200Updated Dec 1, 2022Dec 1, 2022
    • Jupyter Notebook
      MIT License
      0103Updated Nov 22, 2022Nov 22, 2022
    • UK Biobank 200k whole exome sequencing variant effect predictions
      0800Updated Jul 27, 2022Jul 27, 2022
    • ContIG

      Public
      This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics
      Python
      Apache License 2.0
      75810Updated Jul 7, 2022Jul 7, 2022
    • ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation
      Python
      GNU Affero General Public License v3.0
      12090Updated Jul 5, 2022Jul 5, 2022
    • Tutorial for AntiSplodge with all the required datasets to get going!
      Jupyter Notebook
      0000Updated Jun 30, 2022Jun 30, 2022
    • Python
      Apache License 2.0
      3919210Updated Mar 3, 2022Mar 3, 2022
    • Implementation of the interactive framework from the paper "Explainability Requires Interactivity". See https://github.com/HealthML/explainability-requires-inte…
      Python
      MIT License
      0400Updated Sep 17, 2021Sep 17, 2021
    • Code to reproduce experiments in the paper "Explainability Requires Interactivity". See https://github.com/HealthML/StyleGAN2-Hypotheses-Explorer/ for the imple…
      Python
      MIT License
      2500Updated Sep 17, 2021Sep 17, 2021
    • HPI Mathematics for Machine Learning Lecture
      2600Updated Feb 10, 2021Feb 10, 2021
    • spectral

      Public
      A jekyll theme for the spectral template by html5up.net (@ajlkn). Demo: http://arkadianriver.github.io/spectral. How to jekyll: http://jekyllrb.com/docs/home/. …
      CSS
      Other
      404000Updated Jan 24, 2021Jan 24, 2021
    • A tool to enable biologists to train a machine learning model for their pathology images.
      C++
      MIT License
      1000Updated May 12, 2020May 12, 2020
    • d2l-en

      Public
      Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
      Python
      Other
      5k000Updated Apr 19, 2020Apr 19, 2020
    • FaST-LMM

      Public
      Python version of Factored Spectrally Transformed Linear Mixed Models
      Python
      Apache License 2.0
      33000Updated Dec 5, 2019Dec 5, 2019
    • gadgetron

      Public
      Gadgetron - Medical Image Reconstruction Framework
      C++
      Other
      167000Updated Oct 14, 2019Oct 14, 2019
    • STATS331

      Public
      Lecture notes for an introductory undergraduate course in Bayesian Inference
      TeX
      MIT License
      9000Updated Sep 10, 2019Sep 10, 2019
    • manim

      Public
      Animation engine for explanatory math videos
      Python
      Other
      7.2k000Updated Jun 9, 2019Jun 9, 2019
    • Companion webpage to the book "Mathematics For Machine Learning"
      2.8k000Updated Mar 17, 2019Mar 17, 2019
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