PyMC Alternatives

Similar projects and alternatives to PyMC

  • stan

    44 PyMC VS stan

    Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

  • Scout Monitoring

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  • probability

    10 PyMC VS probability

    Probabilistic reasoning and statistical analysis in TensorFlow

  • statsmodels

    8 PyMC VS statsmodels

    Statsmodels: statistical modeling and econometrics in Python

  • Dask

    32 PyMC VS Dask

    Parallel computing with task scheduling

  • Numba

    124 PyMC VS Numba

    NumPy aware dynamic Python compiler using LLVM

  • SymPy

    34 PyMC VS SymPy

    A computer algebra system written in pure Python

  • pyro

    9 PyMC VS pyro

    Deep universal probabilistic programming with Python and PyTorch

  • 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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  • SciPy

    50 PyMC VS SciPy

    SciPy library main repository

  • arviz

    3 PyMC VS arviz

    Exploratory analysis of Bayesian models with Python

  • zipline

    14 PyMC VS zipline

    Zipline, a Pythonic Algorithmic Trading Library

  • Pandas

    400 PyMC VS Pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  • harold

    2 PyMC VS harold

    An open-source systems and controls toolbox for Python3

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better PyMC alternative or higher similarity.

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PyMC reviews and mentions

Posts with mentions or reviews of PyMC. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-06.
  • PYMC Release: v5.0.0
    1 project | news.ycombinator.com | 12 Dec 2022
  • An Astronomer's Introduction to NumPyro
    1 project | news.ycombinator.com | 17 Aug 2022
    I believe the pymc versions were resolved into developing version 4 of pymc. Development at https://github.com/pymc-devs/pymc

    It still depends on theano now evolved and renamed

  • What is Probabilistic Programming?
    4 projects | /r/learnmachinelearning | 6 Sep 2021
    This tutorial explains what is probabilistic programming & provides a review of 5 frameworks (PPLs) using an example taken from Chapter 4 of Statistical Rethinking by Dr. Richard McElreath. Frameworks (PPLs) reviewed are - Stan (https://mc-stan.org/) PyMC3 (https://docs.pymc.io/) Tensorflow Probability (https://www.tensorflow.org/probability) Pyro/NumPyro (https://pyro.ai/) Turing.jl (https://turing.ml/stable/) I also provide the basic review of a great library called arviz (https://arviz-devs.github.io/arviz/), which can be used for all the above-mentioned PPLs to do Exploratory Data Analysis of Bayesian Models. Here is the link to the notebook in which I have implemented the example model using the above Frameworks/PPLs https://colab.research.google.com/drive/1zgR2b0j2waGi1ppnIe1rw7emkbBXtMqF?usp=sharing
  • A note from our sponsor - SaaSHub
    www.saashub.com | 14 Jun 2024
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Stats

Basic PyMC repo stats
3
8,256
9.6
3 days ago

pymc-devs/pymc is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of PyMC is Python.


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