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Interactive visualizations of the geometric intuition behind diffusion models.
A suite of image and video neural tokenizers
Library for reading and processing ML training data.
Implementation of the Aurora model for Earth system forecasting
optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you…
scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.
The modern replacement for Jupyter Notebooks
A free book: "The Science of Functional Programming"
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
Learning materials for scientific software development
The versatile ocean simulator, in pure Python, powered by JAX.
Differentiable Finite Element Method with JAX
XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML
Statistical package in Python based on Pandas
Extremely fast Query Engine for DataFrames, written in Rust
A Python package for easy multiprocessing, but faster than multiprocessing
Interpolation and function approximation with JAX
A differentiable PDE solving framework for machine learning
A JAX based package designed for efficient second order operators (e.g., laplacian) computation.
Learning in infinite dimension with neural operators.