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interactive multi-dimensional data-driven web maps
A small utility for generating ND array pyramids using Xarray and Zarr.
Statistical Rethinking (2nd ed.) with NumPyro
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
A unified framework for tabular probabilistic regression and probability distributions in python
Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.
Free Weather Forecast API for non-commercial use
Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
MkDocs plugin to allow clickable sections that lead to an index page
This repo includes ChatGPT prompt curation to use ChatGPT better.
Enhanced ChatGPT Clone: Features OpenAI, Assistants API, Azure, Groq, GPT-4 Vision, Mistral, Bing, Anthropic, OpenRouter, Vertex AI, Gemini, AI model switching, message search, langchain, DALL-E-3,…
"Module pytrees" that cleanly handle parameter trainability and transformations for JAX models.
A new markup-based typesetting system that is powerful and easy to learn.
Multi-output Gaussian processes in JAX.
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
An open access book on scientific visualization using python and matplotlib
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
A curated list of awesome awesomeness