statistical-models

Open-source projects categorized as statistical-models
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Language: + Julia + Python + R + Stan + Rust + Go + C
Topics: Statistics Julia Regression Data Science Economics
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Top 14 statistical-model Open-Source Projects

  • spacy-models

    💫 Models for the spaCy Natural Language Processing (NLP) library

  • brms

    brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

    • Project mention: Bayesian Structural Equation Modeling using blavaan | news.ycombinator.com | 2023-11-09

    [2] https://paul-buerkner.github.io/brms/

  • 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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  • covid19model

    Code for modelling estimated deaths and cases for COVID19.

  • DSGE.jl

    Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

    • Project mention: Jdf.jl – Julia DataFrames serialization format | news.ycombinator.com | 2023-07-15

  • smartcore

    A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.

  • GLM.jl

    Generalized linear models in Julia

  • StatsBase.jl

    Basic statistics for Julia

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  • MixedModels.jl

    A Julia package for fitting (statistical) mixed-effects models

  • predictive-horizontal-pod-autoscaler

    Horizontal Pod Autoscaler built with predictive abilities using statistical models

  • ARCHModels.jl

    A Julia package for estimating ARMA-GARCH models.

  • pg_math

    pg_math extension to support statistical distribution functions for PostgreSQL

    • Project mention: Compile pg_math for YugabyteDB (wrapper on GNU Scientific Library distribution functions) | dev.to | 2023-05-31

    Many extensions are easy to compile on PostgreSQL and install on YugabyteDB. The most important is to compile it in the right version of PostgreSQL and identify all files and dependencies. In the first post of this series, I did it in a Dockerfile. Here I'll run similar commands on a Docker container started from the YugabyteDB 2.18 image, that is built with Alma8, to install pg_math, a wrapper for GSL (GNU Scientific Library) statistical distribution functions.

  • generalized-additive-models

    Generalized Additive Models in Python.

    • Project mention: Generalized Additive Models (GAMs) in Python | news.ycombinator.com | 2023-11-03

  • Statmetrics-Android

    Mobile App Solution for Portfolio Analytics and Investment Management

  • chatgptAutostats

    Fit R Stats Models with ChatGPT

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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).

statistical-models related posts

  • Downloading packages to Julia 0.7

    3 projects | /r/Julia | 20 Jan 2023

  • ML in Rust: smartcore

    2 projects | dev.to | 9 Nov 2022

  • Learn Rust as ML practitioner

    2 projects | /r/learnmachinelearning | 31 Oct 2022

  • [D] [R] Economics dissertation using Machine Learning

    1 project | /r/MachineLearning | 10 Aug 2022

  • R user excited about Julia

    1 project | /r/Julia | 3 Aug 2022

  • [Q] Correlated multivariate Beta model

    1 project | /r/statistics | 9 Jun 2022

  • Julia - linear mixed models

    2 projects | /r/Julia | 14 Dec 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 2 May 2024
    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. Learn more →

Index

What are some of the best open-source statistical-model projects? This list will help you:

Project Stars
1 spacy-models 1,508
2 brms 1,231
3 covid19model 943
4 DSGE.jl 842
5 smartcore 648
6 GLM.jl 573
7 StatsBase.jl 565
8 MixedModels.jl 395
9 predictive-horizontal-pod-autoscaler 328
10 ARCHModels.jl 88
11 pg_math 14
12 generalized-additive-models 13
13 Statmetrics-Android 6
14 chatgptAutostats 3

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