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Search results for python statistical inference
python
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statistical-inference
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18 search results found
Pgmpy
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2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Pyhf
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265
pure-Python HistFactory implementation with tensors and autodiff
Estimagic
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204
Estimagic is a Python package for nonlinear optimization with or without constraints. It is particularly suited to solve difficult nonlinear estimation problems. On top, it provides functionality to perform statistical inference on estimated parameters.
Ambrosia
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172
Ambrosia is a Python library for A/B tests design, split and result measurement
Getdist
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118
MCMC sample analysis, kernel densities, plotting, and GUI
Ppi_py
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109
A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
Hepstats
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61
Statistics tools and utilities.
Statistical Modeling Examples
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28
Basic statistical modelling examples.
Hypothetical
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26
Hypothesis and statistical testing in Python
Springboard Data Science Immersive
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23
Shapley_regressions
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22
Statistical inference on machine learning or general non-parametric models
Dnn Inference
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13
[TNNLS 2022] Significance tests of feature relevance for a black-box learner
Gsum
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12
A Bayesian model of series convergence using Gaussian sums
Vimpy
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11
Perform inference on algorithm-agnostic variable importance in Python
Cegpy
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10
Cegpy (/segpaɪ/) is a Python package for working with Chain Event Graphs. It supports learning the graphical structure of a Chain Event Graph from data, encoding of parametric and structural priors, estimating its parameters, and performing inference.
Generalized Additive Models
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10
Generalized Additive Models in Python.
Regression Analysis
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7
Linear Regression Analysis on Wine data - Pre-processing data, Exploratory Data Analysis, Building a model, Check assumptions, Goodness of fit and Compare with different methods.
Code
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7
Some collection of codes that are used in data mining and data science related fields, developed by me
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1-18 of 18 search results
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