Ryan Soklaski's repositories
Learning_Python
Source material for Python Like You Mean it
custom_inherit
A Python package that provides tools for inheriting docstrings in customizable ways.
testing-tutorial
Property-based testing tutorial
phantom-tensors
Tensor-like types – with variadic shapes – that support both static and runtime type checking, and convenient parsing
graph_strat
hypothesis-networkx strategy for drawing constrained graphs
albumentations
fast image augmentation library and easy to use wrapper around other libraries
cog_datasets
Save machine learning data sets to a common location. (Educational resource)
18337
18.337 - Parallel Computing and Scientific Machine Learning
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
bayesian-model-evaluation
Presented at Scipy Conference 2019
flax
Flax is a neural network library for JAX that is designed for flexibility.
mlscratchpad
Misc. ML experiments that don't deserve their own repo
mypy
Optional static typing for Python
mypy_primer
Run mypy and pyright over millions of lines of code
NeuralForceField
Neural Network Force Field based on PyTorch
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
shields
Concise, consistent, and legible badges in SVG and raster format
WhispersLectureMaterials
Describing how to perform the whispers clustering algorithm
wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.