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statistical-inference

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ImperialCollegeLondon /covid19model

Code for modelling estimated deaths and cases for COVID19.

statistical-inference bayesian-statistics statistical-models probabilistic-models statistical-computing intervention-study branching-process renewal-process covid-19

UpdatedMar 29, 2021
Stan

ModernDive_book

moderndive /ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

data-science ggplot2 r dplyr rstudio tidyverse regression data-visualization statistical-inference rstats confidence-intervals tidy data-wrangling bootstrap-method regression-models hypothesis-testing infer permutation-test moderndive

UpdatedMar 31, 2025
HTML

scikit-hep /pyhf

pure-Python HistFactory implementation with tensors and autodiff

python statistics tensorflow numpy pytorch statistical-inference scipy scientific-computations high-energy-physics hep hep-ex cls histfactory frequentist-statistics jax scikit-hep asymptotic-formulas closember

UpdatedMay 5, 2025
Python

msuzen /looper

A resource list for causality in statistics, data science and physics

data-science machine-learning statistics physics statistical-mechanics statistical-inference bayesian-inference causality causation causality-analysis causal-inference statistical-physics causal causal-models meta-learning causal-networks causal-impact causality-algorithms causal-discovery causal-machine-learning

UpdatedApr 20, 2025

aangelopoulos /ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

machine-learning statistics inference p-value statistical-analysis statistical-inference confidence-intervals confidence-interval p-values

UpdatedDec 22, 2024
Python

MobileTeleSystems /Ambrosia

Ambrosia is a Python library for A/B tests design, split and result measurement

statistics statistical-inference ab-testing split-testing experiment-design

UpdatedOct 24, 2023
Python

milaan9 /DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

data-science machine-learning probability statistical-inference data-analysis interview-questions interview-preparation python-jupyter-notebooks product-metrics python-tutorial-github python4datascience tutor-milaan9 predective-modeling

UpdatedDec 9, 2022
Jupyter Notebook

afni /afni

Official AFNI source and documentation

visualization quality-control statistics mri statistical-inference fmri dwi anatomical-mri fmri-data-analysis fmri-analysis

UpdatedMay 5, 2025
C

cmbant /getdist

MCMC sample analysis, kernel densities, plotting, and GUI

statistical-inference mcmc kernel-density-estimation sampling-methods contour-plot plotting-in-python

UpdatedApr 28, 2025
Python

kingaa /pomp

R package for statistical inference using partially observed Markov processes

markov-model r time-series state-space statistical-inference particle-filter dynamical-systems abc differential-equations mathematical-modelling likelihood markov-chain-monte-carlo stochastic-processes likelihood-free b-spline measurement-error sequential-monte-carlo sobol-sequence simulation-based-inference iterated-filtering

UpdatedApr 18, 2025
R

scikit-hep /hepstats

Statistics tools and utilities.

python statistics python3 statistical-inference hep hep-ex scikit-hep

UpdatedApr 25, 2025
Python

mikenguyen13 /data_analysis

Streamline a data analysis process

data-science machine-learning r statistics guide statistical-learning statistical-methods data-visualization datascience statistical-analysis statistical-inference machinelearning causality causal-inference guidebook statistics-course causal-models causal-analysis

UpdatedApr 30, 2025
HTML

aschleg /hypothetical

Hypothesis and statistical testing in Python

python statistics analysis statistical-inference statistical-tests inferential-statistics hypothesis hypothesis-testing statistics-library frequentist-methods nonparametric-statistics frequentist-statistics nonparametric-tests comparison-tests

UpdatedAug 20, 2020
Python

Mooseburger1 /Springboard-Data-Science-Immersive

python nlp opencv data-science deep-neural-networks sql deep-learning hadoop tensorflow eda pyspark web-scraping statistical-analysis statistical-inference tensorboard convolutional-neural-networks h5 time-series-analysis statistical-modeling time-series-prediction

UpdatedAug 23, 2018
Jupyter Notebook

UT-ECE-Student-Resources

moshafieeha /UT-ECE-Student-Resources

A curated list of valuable resources from our studies at the University of Tehran (UT), School of Electrical and Computer Engineering (ECE)

nlp data-science data data-mining database reinforcement-learning ai deep-learning neural-network network os statistical-inference networks computer-architecture software-testing crypto-currencies complier xai trustworthy-ai generative-ai

UpdatedApr 30, 2025

bank-of-england /Shapley_regressions

Statistical inference on machine learning or general non-parametric models

machine-learning time-series random-forest artificial-intelligence statistical-inference data-analysis artificial-neural-networks statistical-tests support-vector-machines simulation-modeling non-parametric-inference shapley-decomposition

UpdatedMay 10, 2024
Python

suneelpatel /Statistics-for-Data-Science-using-Python

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application using Python. Learn about Numpy, Pandas Data Frame.

data-science statistical-analysis statistical-inference python-statistics statistics-for-data-science statistict-using-python

UpdatedAug 18, 2019
Jupyter Notebook

mrtkp9993 /Statistical-Modeling-Examples

Basic statistical modelling examples.

python pandas python3 seaborn statistical-analysis statistical-inference r-markdown matplotlib r-language stan regression-models anova r-programming pystan statistical-modeling regression-analysis analysis-of-variance

UpdatedJun 17, 2024
R

spisakt /pTFCE

Probabilistic Threshold-Free Cluster Enhancement of Neuroimages

statistical-inference neuroimaging fsl tfce cluster-enhancement

UpdatedAug 11, 2023
R

learnable-opinion-dynamics

corradomonti /learnable-opinion-dynamics

Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

tensorflow statistical-inference generative-model expectation-maximization opinion-mining opinion-dynamics temporal-graphs kdd2020

UpdatedJun 2, 2020
Python

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