mwaskom's Stars
ibraheemdev/modern-unix
A collection of modern/faster/saner alternatives to common unix commands.
Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
matplotlib/matplotlib
matplotlib: plotting with Python
bloomberg/memray
Memray is a memory profiler for Python
stas00/ml-engineering
Machine Learning Engineering Open Book
facebookresearch/xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.
charlax/engineering-management
A collection of inspiring resources related to engineering management and tech leadership
amueller/introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
OpenAccess-AI-Collective/axolotl
Go ahead and axolotl questions
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
skorch-dev/skorch
A scikit-learn compatible neural network library that wraps PyTorch
tensorflow/lucid
A collection of infrastructure and tools for research in neural network interpretability.
pyutils/line_profiler
Line-by-line profiling for Python
patrick-kidger/equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
JonasGeiping/cramming
Cramming the training of a (BERT-type) language model into limited compute.
allisonhorst/palmerpenguins
A great intro dataset for data exploration & visualization (alternative to iris).
tBaxter/questions-for-employers
A big collection of useful questions to ask potential employers.
jupyter-widgets-contrib/ipycanvas
Interactive Canvas in Jupyter
selva86/datasets
A collection of datasets of ML problem solving
scriptype/sorted-colors
A tool to sort the named CSS colors in a way that it shows related colors together
timvieira/justified-variables
Words of the same length with related meanings.
matthewwardrop/formulaic
A high-performance implementation of Wilkinson formulas for Python.
jupyter/nbformat
Reference implementation of the Jupyter Notebook format
executablebooks/sphinx-copybutton
Add a "copy" button to code blocks in Sphinx
pandas-dev/pandas-stubs
Public type stubs for pandas
shreyashankar/toy-ml-pipeline
Toy example of an applied ML pipeline for me to experiment with MLOps tools.
jupyterlab-contrib/spellchecker
Spellchecker for JupyterLab notebook markdown cells and file editor.
LabForComputationalVision/plenoptic
Visualize/test models for visual representation by synthesizing images.
lter/lterdatasampler
LTER data samples to teach environmental data science
conda-forge/seaborn-feedstock
A conda-smithy repository for seaborn.