Tobias's starred repositories
ml-engineering
Machine Learning Engineering Open Book
TeXiFy-IDEA
LaTeX support for the IntelliJ platform by JetBrains.
intellij-pdf-viewer
Plugin for viewing PDF documents in IntelliJ-based IDEs.
spectral
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/. If you intend to use this theme as a blog site with more than a few pages, have a look at my fork at https://github.com/arkadianriver/arkadianriver.com
portfolYOU
A beautiful portfolio Jekyll theme that works with GitHub Pages.
lovely-numpy
NumPy arrays, ready for human consumption
lovely-tensors
Tensors, for human consumption
uncertainty-toolbox
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
hydra_template_project
Template for pytorch-lightning with hydra
temperature_scaling
A simple way to calibrate your neural network.
python-patterns
A collection of design patterns/idioms in Python
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
self-attention-cv
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
simple_slurm
A simple Python wrapper for Slurm with flexibility in mind.
jupyter-tabnine
Autocompletion with Deep Learning on Jupyter Notebook
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Mailspring
:love_letter: A beautiful, fast and fully open source mail client for Mac, Windows and Linux.
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras