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Github Tutorial

36 1 Updated Feb 28, 2015

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Python 212 22 Updated Jan 6, 2025

Efficient PyTorch Hessian eigendecomposition tools!

Python 368 44 Updated Feb 29, 2024

Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications.

Python 679 25 Updated Oct 17, 2024

PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer"

Python 114 20 Updated Dec 3, 2019

Code for Continuously Changing Corruptions (CCC) benchmark + evaluation

Python 30 4 Updated Aug 21, 2024

Sphinx extension for automatic generation of an example gallery

Python 419 204 Updated Jan 7, 2025
Jupyter Notebook 5 1 Updated Feb 24, 2024

Mamba SSM architecture

Python 13,720 1,178 Updated Jan 6, 2025

What's the probability of being hit by a satellite?

Jupyter Notebook 1 Updated Feb 23, 2024
Python 1 Updated Jan 30, 2024

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 5,059 600 Updated Nov 26, 2024

Source code for my PhD thesis: Backpropagation Beyond the Gradient

TeX 20 2 Updated Feb 25, 2023

[TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivatives & Newton steps

Python 17 1 Updated Jul 19, 2023

Hessian backpropagation (HBP): PyTorch extension of backpropagation for block-diagonal curvature matrix approximations

Python 20 2 Updated Mar 25, 2023

Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.

Python 12,049 479 Updated Jan 9, 2025

Machine learning course materials.

Jupyter Notebook 570 267 Updated Nov 2, 2023

LaTeX template for my PhD thesis at the University of Tuebingen

TeX 10 Updated Feb 25, 2023

AudioLDM: Generate speech, sound effects, music and beyond, with text.

Python 2,522 227 Updated Dec 9, 2024

Tutorial materials of the Probabilistic Numerics Spring School.

Jupyter Notebook 34 6 Updated May 10, 2023

Common Music bindings for the Common Lisp version of the Fomus music notation processor. See cm and fomus repos here.

Common Lisp 5 1 Updated Dec 11, 2020

PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)

Python 22 8 Updated Jan 8, 2025

A playbook for systematically maximizing the performance of deep learning models.

27,769 2,293 Updated Jun 18, 2024

FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes.

Java 21,847 764 Updated Jul 15, 2024
Jupyter Notebook 6 Updated Dec 12, 2022

Deep face segmentation in extremely hard conditions

C++ 738 152 Updated May 9, 2023

End-to-end, automatic face swapping pipeline

C++ 827 201 Updated Dec 5, 2018

Code accompanying the NeurIPS 2021 Paper: A Probabilistic State Space Model for Joint Inference from Differential Equations and Data (Schmidt, Krämer, Hennig)

Python 13 Updated Nov 7, 2022

[MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling" by Cheng Wan, Youjie Li, Ang Li, Nam Sung Kim, Yin…

Python 53 11 Updated Oct 6, 2023

[ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, and Yingyan (Celine) Lin.

Python 30 6 Updated Mar 2, 2024
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