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Math
A curated list of awesome mathematics resources
A computer algebra system written in pure Python
Code for the manim-generated scenes used in 3blue1brown videos
A library to generate LaTeX expression from Python code.
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…
High-Performance Symbolic Regression in Python and Julia
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
😎 Curated list of awesome software for numerical analysis and scientific computing
Python library for portfolio optimization built on top of scikit-learn
Causal Discovery in Python. Learning causality from data.
A high-performance implementation of Wilkinson formulas for Python.
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has …
YLearn, a pun of "learn why", is a python package for causal inference
AutoBound automatically computes upper and lower bounds on functions.
PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
Oryx is a library for probabilistic programming and deep learning built on top of Jax.
Enable decision-making based on simulations
A lightweight Python library for running simple Monte Carlo Simulations on Pandas Series data
State of the art inference for your bayesian models.
A Python package for building Bayesian models with TensorFlow or PyTorch
📦 Python library for Stochastic Processes Simulation and Visualisation
Bayesian Modeling and Probabilistic Programming in Python
Zipline, a Pythonic Algorithmic Trading Library