Beast code in Giters

Michael Waskom's starred repositories

modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

29704 409 79

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonApache-2.026811 246 6873

matplotlib

matplotlib: plotting with Python

Language:Python19230 594 10175

memray

Memray is a memory profiler for Python

Language:PythonApache-2.012514 62 159

ml-engineering

Machine Learning Engineering Open Book

Language:PythonCC-BY-SA-4.09714 98 17

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

Language:PythonNOASSERTION7523 75 464

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

Language:Jupyter Notebook7187 368 149

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Language:Jupyter NotebookMIT6243 188 453

skorch

A scikit-learn compatible neural network library that wraps PyTorch

Language:Jupyter NotebookBSD-3-Clause5619 80 507

axolotl

Go ahead and axolotl questions

Language:PythonApache-2.05605 47 520

lucid

A collection of infrastructure and tools for research in neural network interpretability.

Language:Jupyter NotebookApache-2.04612 158 177

line_profiler

Line-by-line profiling for Python

Language:PythonNOASSERTION2472 14 92

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Language:PythonApache-2.01794 20 336

cramming

Cramming the training of a (BERT-type) language model into limited compute.

Language:PythonMIT1231 22 32

palmerpenguins

A great intro dataset for data exploration & visualization (alternative to iris).

Language:RCC0-1.0841 23 27

questions-for-employers

A big collection of useful questions to ask potential employers.

723 21 1

ipycanvas

Interactive Canvas in Jupyter

Language:PythonBSD-3-Clause683 13 137

sorted-colors

A tool to sort the named CSS colors in a way that it shows related colors together

Language:JavaScriptMIT578 9 9

MathToolsforNeuroscience

Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212)

Language:Jupyter NotebookMIT431 25 3

justified-variables

Words of the same length with related meanings.

Language:Python325 16 13

formulaic

A high-performance implementation of Wilkinson formulas for Python.

Language:PythonMIT298 10 101

nbformat

Reference implementation of the Jupyter Notebook format

Language:PythonBSD-3-Clause245 26 143

neurogym

A curated collection of neuroscience tasks with a common interface.

Language:PythonMIT232 14 25

sphinx-copybutton

Add a "copy" button to code blocks in Sphinx

Language:JavaScriptMIT229 12 88

pandas-stubs

Public type stubs for pandas

Language:PythonBSD-3-Clause211 13 383

toy-ml-pipeline

Toy example of an applied ML pipeline for me to experiment with MLOps tools.

Language:Jupyter Notebook205 8 35

spellchecker

Spellchecker for JupyterLab notebook markdown cells and file editor.

Language:TypeScriptBSD-3-Clause199 9 57

plenoptic

Visualize/test models for visual representation by synthesizing images.

Language:PythonMIT50 9 158

lterdatasampler

LTER data samples to teach environmental data science

Language:R47 3 41

seaborn-feedstock

A conda-smithy repository for seaborn.

Language:ShellBSD-3-Clause2 8 4