Python Symbolic

Open-source Python projects categorized as Symbolic
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Topics: Robotics Machine Learning Python Math Control
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Top 3 Python Symbolic Projects

  • safe-control-gym

    PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

  • funsor

    Functional tensors for probabilistic programming

    • Project mention: Functions are Vectors | news.ycombinator.com | 2023-07-30

    Plug for the Funsor library, written by Eli Bingham and me for use in the Pyro and NumPyro probabilistic programming languages. We tried to take the "functions are tensors" perspective and make a numpy-like library for functions, aimed mostly at the log-density functions of probability distributions.

    Paper: "Functional Tensors for Probabilistic Programming" (2019) https://arxiv.org/abs/1910.10775

    Code: https://github.com/pyro-ppl/funsor

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • IKBT

    A python package to solve robot arm inverse kinematics in symbolic form

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Symbolic related posts

  • Inverse Kinematics Help?

    2 projects | /r/robotics | 1 Feb 2022

Index

What are some of the best open-source Symbolic projects in Python? This list will help you:

Project Stars
1 safe-control-gym 518
2 funsor 232
3 IKBT 168

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