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The Top 125 Statistical Models Open Source Projects on Github
Topic >
Statistical Models
Spacy Models
⭐
918
💫 Models for the spaCy Natural Language Processing (NLP) library
Covid19model
⭐
914
Code for modelling estimated deaths and cases for COVID19.
Brms
⭐
913
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Dsge.jl
⭐
656
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
Teaching
⭐
526
Teaching Materials for Dr. Waleed A. Yousef
Linearmodels
⭐
485
Add linear models including instrumental variable and panel data models that are missing from statsmodels.
Glm.jl
⭐
400
Generalized linear models in Julia
Statsbase.jl
⭐
380
Basic statistics for Julia
Mixedmodels.jl
⭐
287
A Julia package for fitting (statistical) mixed-effects models
Minidnn
⭐
243
A header-only C++ library for deep neural networks
Parameters
⭐
236
📊 Computation and processing of models' parameters
Coronavirus Epidemic Covid 19
⭐
232
👩🏻⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)
Tf_flame
⭐
177
Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Images.
Statsmodels.jl
⭐
171
Specifying, fitting, and evaluating statistical models in Julia
Predictive Horizontal Pod Autoscaler
⭐
151
Horizontal Pod Autoscaler built with predictive abilities using statistical models
Smartcore
⭐
148
SmartCore is 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.
Flame_pytorch
⭐
144
This is a implementation of the 3D FLAME model in PyTorch
Spatstat
⭐
134
Development version of 'spatstat' package ..............................
Appelpy
⭐
124
Applied Econometrics Library for Python
Distributed Statistical Computing
⭐
73
Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)
Archmodels.jl
⭐
44
A Julia package for estimating ARMA-GARCH models.
Bocs
⭐
41
Bayesian Optimization of Combinatorial Structures
Simstudy
⭐
35
simstudy: Illuminating research methods through data generation
Conjugate_prior
⭐
33
Implementation of the conjugate prior table for Bayesian Statistics
Yannpp
⭐
33
Deep Neural Network from scratch in C++ for learning purposes
Autodiff
⭐
33
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics
Pf
⭐
32
PF: a header only template library for fast particle filtering!
Sparseregression.jl
⭐
30
Statistical Models with Regularization in Pure Julia
Pair Trading View
⭐
28
Pair Trading View - .NET application for visual analysis of synthetic financial instruments based on statistical models.
Pydtmc
⭐
24
A framework for discrete-time Markov chains analysis.
Etas
⭐
19
calibrate ETAS, simulate using ETAS, estimate completeness magnitude & magnitude frequency distribution
Jupyter Notebooks Statistic Walk Throughs Using R
⭐
18
Jupyter notebooks with examples of statistical methods and analyses using R.
Intro_to_pymc3
⭐
16
Short introduction to Bayesian statistical modelling with PyMC3
Gadget2
⭐
13
Gadget is the Globally applicable Area Disaggregated General Ecosystem Toolbox
Exageostat
⭐
13
A High Performance Unified Framework for Geostatistics on Manycore Systems.
Bradleyterry2
⭐
12
BradleyTerry2 package for Bradley-Terry models in R
Metida.jl
⭐
12
Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.
Archive Ruvseq
⭐
11
Archived version of RUVSeq
Pyforecast
⭐
11
PyForecast is a statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows. PyForecast allows users to make current water-year forecasts using models developed with the program.
Gpl Covid
⭐
11
Repo for code and small datasets related to Global Policy Lab's COVID-19 policy analysis. Read and share the acompanying article here:
Movr
⭐
9
Human mobility data (in form of <x,y,t>) analysis and visualization in R.
R Models
⭐
9
A quick reference for how to run many models in R.
Goftests
⭐
8
Generic goodness of fit tests for random plain old data
Bayesian Modeling
⭐
8
Case studies with Bayesian methods
Plackettluce
⭐
8
PlackettLuce package for Plackett-Luce models in R
Gsum
⭐
7
A Bayesian model of series convergence using Gaussian sums
Tseuler
⭐
7
A library for Time-Series exploration, analysis & modelling.
Gnm Day Course
⭐
7
one day introduction to generalized nonlinear models using the gnm and logmult R packages
Bayesian Bricks
⭐
6
Basic building blocks in Bayesian statistics.
Archive Zinbwave
⭐
6
Archived version of the zinbwave package. All future development will be done on https://github.com/drisso/zinbwave
Cudamuca
⭐
6
Risk_calculation_using_backward_elimination_algorithm_in_life_insurance
⭐
6
Implementation of backward elimination algorithm used for dimensionality reduction for improving the performance of risk calculation in life insurance industry.
Islp
⭐
6
Python codes for the book, An Introduction to Statistical Learning with Applications in R (ISLR)
Formulaic
⭐
6
Dynamic Generation and Quality Checks of Formula Objects
Lok Sabha Election Twitter Analysis
⭐
5
Twitter Feeds were analysed during the Lok Sabha Elections 2019 to guage the overall popularities of each party and predict the winner based solely on the tweets made by the population. This was made as a part of our Data Science course (UE18CS203) at PES University.
Flowmap
⭐
5
Apache Spark utilities to analyze mobile network deployment and user behavior data.
Shinybrms
⭐
5
An R package providing a GUI ('shiny' app) for the R package 'brms'.
Fic
⭐
5
R package for focused information criteria for model comparison
Covid19ro
⭐
5
Visualization tool for the situation of the COVID-19 pandemic in Romania, with predictions for future numbers.
Pystatis
⭐
5
Python implementation of STATIS for analysis of several data tables
Bwgs
⭐
4
2021 BreedWheat Genomic Selection pipeline
Jstacs
⭐
4
Pycpt
⭐
4
Python interface for CPT
Autologistic.jl
⭐
4
Autologistic regression models in Julia
Shiny Demos
⭐
4
A set of shiny demos for teaching statistical modelling
Lctmtools
⭐
4
Latent Class Trajectory Models: An R Package
Neuralcoref Models
⭐
4
✨ Models for the NeuralCoref coreference resolution module
Modgen
⭐
4
Project designed to automatically pick parameters (AutoML) for multiple models for rapid feature engineering.
Statistics Base
⭐
4
Code for the book: "Statistical Learning Methods, by Hang Li".
Onlinestats
⭐
4
An online machine-learning library for creating robust statistical models of streaming data
Statmetrics Android
⭐
4
Free android app for portfolio analytics and investment research.
Zephyr
⭐
3
Zephyr is a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.
Redes Estadisticas2018
⭐
3
Projects
⭐
3
Projects completed as part of the springboard curriculum
Project Energy
⭐
3
Time-series analysis of the electricity load consumption in the Mumbai Metropolitan Region.
Gnm
⭐
3
gnm package for generalized nonlinear models in R
Bmix
⭐
3
Binomial and Beta-Binomial mixture models.
Mess
⭐
3
Miscellaneous Esoteric Statistical Scripts - an R package
Data_mining_cup
⭐
3
Data science with R: predicting car insurance conversion rate and engine part failure rates (binary classification)
Sklearn Glmm
⭐
3
scikit-learn wrapper for generalized linear mixed model methods in R
Npd Micro Saccade Detection
⭐
3
Neyman–Pearson Detector (NPD) for saccadic eye movements
Bradleyterry
⭐
2
Package to do Bradley-Terry Model pairwise compairsons
Hyu 2019 Statistical Modeling
⭐
2
[HYU] 2019_1학기_통계적모델링_실습 /w R Language
Ir Models
⭐
2
Implementation of IR Models with GUI, Using Python&Flask for back-end and HTML&CSS for front-end
Extatistic
⭐
2
The NPM package to perform statistical models on any text and extract specific features
Keyphraseextraction
⭐
2
Code for the paper "A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction"
Statespacer
⭐
2
statespacer: State Space Modelling in R
Variational_auto_encoder
⭐
2
VAE using MNIST Data (PyTorch)
Demog Mx
⭐
2
Datos y modelación demográfica para México | Mexico's population data and modelation
Bash Model
⭐
2
We developed a method animating a statistical 3D human model for biomechanical analysis to increase accessibility for non-experts, like patients, athletes, or designers.
Models
⭐
2
StatSim models (deterministic and probabilistic)
Delineamento_estatistica
⭐
2
Disciplina do Programa de Pós-Graduação em Ecologia, Instituto de Biologia, Universidade Federal do Rio de Janeiro
Sharkfin
⭐
2
Personal finance manager created @ YHack 2017
Prediction_life_span_of_battery
⭐
2
Movie Review Sentiment Analysis
⭐
1
Sentiment analysis on movies reviews based on Naive Bayes
Lol Tournaments Analysis
⭐
1
LOL联赛数据分析 LOL-tournaments-analysis
Velh Ia
⭐
1
Artificial Collective consciousness: A New Way To Study, Learn and Have A Fun!
Analyze_ab_test_results
⭐
1
A/B tests are very commonly performed by data analysts and data scientists.
Nlp Workshop Ml India
⭐
1
NLP Workshop -ML India
Castoffreconstruction
⭐
1
This repository contains a method to reconstruct the motion, or swing, of cast-off spatter patterns. The method is based on stain inspection and Euclidean geometry. The reconstructed swing is represented as a three-dimensional region of statistical likelihood. See the README.txt for instructions to install and run the repository scripts.
1-100 of 125 projects
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📦 70
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📦 79
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📦 30
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📦 81
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📦 60
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📦 60
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📦 74
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📦 167
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📦 197
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📦 266
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📦 132
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📦 60
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📦 198
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📦 122
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📦 103
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📦 148
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📦 47
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📦 147
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📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
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📦 61
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📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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