Philipp Singer's repositories
py-notebooks
Notebooks
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
matplotlib
matplotlib: plotting with Python
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
text-generation-inference
Large Language Model Text Generation Inference
azure-quickstart-templates
Azure Quickstart Templates
BigQuery-Python
Simple Python client for interacting with Google BigQuery.
ColtSteele_WebDevCourse
Collection of coursework I've done from Colt Steele's Udemy Web Development course
MS-AMP
Microsoft Automatic Mixed Precision Library
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more