A collection of datasets of ML problem solving

A collection of inspiring resources related to engineering management and tech leadership

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

matplotlib: plotting with Python

Go ahead and axolotl questions

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

Machine Learning Engineering Open Book

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

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

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

Line-by-line profiling for Python

Public type stubs for pandas

Memray is a memory profiler for Python

LTER data samples to teach environmental data science

Add a "copy" button to code blocks in Sphinx

Spellchecker for JupyterLab notebook markdown cells and file editor.

A scikit-learn compatible neural network library that wraps PyTorch

Interactive Canvas in Jupyter

A high-performance implementation of Wilkinson formulas for Python.

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

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

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

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

A big collection of useful questions to ask potential employers.

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

Words of the same length with related meanings.

Visualize/test models for visual representation by synthesizing images.

A conda-smithy repository for seaborn.

Reference implementation of the Jupyter Notebook format

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