Stan is a state-of-the-art platform for statistical modeling

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com
bayesian-inference bayesian-statistics Data Science Data Analysis

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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

  • BayesianEcosystems_IAP

    Notes and code for Bayesian ecosystem modeling IAP course

    • Stan uses MCMC (specifically NUTS, which is a Hamiltonian Monte Carlo sampler) to optimize parameter fitting, so it can be used for things like ODEs.

    Here is an example from a class taught last January that uses stan to fit a simple ODE (using the `integrate_ode_rk45` function in stan):

    https://github.com/gregbritten/BayesianEcosystems_IAP/blob/m...

  • pymc-resources

    PyMC educational resources

    • The Statistical Rethinking book uses R.

    For people wanting Python, Jupyter notebooks with Python code examples are here:

    * https://github.com/pymc-devs/resources/tree/master/Rethinkin...

  • 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.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Statistical Rethinking (2022 Edition)

    2 projects | news.ycombinator.com | 16 Jan 2022

  • Statistical rethinking, but with examples in python?

    1 project | /r/AskStatistics | 20 Apr 2021

  • Bayesian Analysis with Python

    5 projects | news.ycombinator.com | 10 Feb 2024

  • Predicting the distribution of a variable rather than a point estimate

    3 projects | /r/datascience | 14 Aug 2022

  • Cold-(Brew) Outreach: Landing my first big client at a coffee shop

    1 project | news.ycombinator.com | 30 Apr 2024