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Rich is a Python library for rich text and beautiful formatting in the terminal.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
If you live in the terminal, kitty is made for you! Cross-platform, fast, feature-rich, GPU based.
Statsmodels: statistical modeling and econometrics in Python
Cross-platform lib for process and system monitoring in Python
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Deep universal probabilistic programming with Python and PyTorch
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
A debugging and profiling tool that can trace and visualize python code execution
Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
A highly efficient implementation of Gaussian Processes in PyTorch
Fast, flexible and easy to use probabilistic modelling in Python.
Unbearably fast near-real-time pure-Python runtime-static type-checker.
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Optax is a gradient processing and optimization library for JAX.
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Large-scale linear classification, regression and ranking in Python
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
Deep probabilistic analysis of single-cell and spatial omics data
List of papers studying machine learning through the lens of category theory
Biological foundation modeling from molecular to genome scale