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GitHub topics: model-diagnostics

Milanpeter-77/Coursework-Vienna-Airbnb

Language: Stata - Size: 10.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

spatstat/spatstat.model

Sub-package of spatstat containing functionality for parametric modelling and inference

Language: R - Size: 1.45 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 5 - Forks: 1

Node0/hypercortex

A TUI based LM Swiss army knife and analysis tool

Size: 1.95 KB - Last synced at: 5 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

SelfExplainML/PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

Language: Jupyter Notebook - Size: 250 MB - Last synced at: 5 days ago - Pushed at: 25 days ago - Stars: 1,246 - Forks: 127

jaspervrugt/ABC-PMC

Approximation Bayesian Computation: Population Monte Carlo in MATLAB and Python

Language: Python - Size: 327 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Glaciohound/LM-Infinite

Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"

Language: Python - Size: 2.13 MB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 127 - Forks: 13

Milanpeter-77/Coursework-Yacht-Pricing

Language: R - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

hclifton21/MixedModels-Demographics-DeathRate2004

Human Demographic Contributions to the 2004 Death Rate by U.S. State and County modeled with a Random Intercept Mixed Model

Size: 1.85 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SaniyaAbushakimova/Rigorous-Modeling-Techniques-for-Estimating-Student-Reaction-Times

This project uses the Reaction Time Survey dataset to develop a linear regression model for accurately predicting student reaction times based on various predictors. Tech: R (RStudio)

Size: 1.96 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

vokereke/uswage_linear_regression

Predicting wage in the uswage dataset (Linear Regression). Model Selection, Model Diagnostics etc.

Size: 603 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Avinash793/time-series-analysis-examples

Detailed implementation of various time series analysis models and concepts on real datasets.

Language: Jupyter Notebook - Size: 3.15 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jojo142/LendingClubAnalysis

Lending Club's loan data analysis using data cleaning/wrangling to predictive modeling

Size: 173 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

E3SM-Project/gdess

Tool for evaluating atmospheric carbon dioxide concentrations as simulated by Earth system models

Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3

InfiniteCuriosity/Pandas-for-Everyone

Working through the book and exercises Pandas for Everyone by Daniel Chen

Language: Python - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

tnathu-ai/time_series_analysis_in_R

time series analysis in R use cases

Size: 19.1 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

TuoooLiu666/Applied-Biostatistics-Projects

This repository commits to the application of biostatistics knowledge on clinical, randomized trials and observational studies.

Language: HTML - Size: 900 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

lukegeel101/Regression-Analysis-with-R

This work came from the Stats525 course in Regression Analysis in R during the Spring semester of 2021 with Professor Maryclare Griffin

Language: R - Size: 3.38 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

HaleyEgan/Local-Frog-Discovery-Tool

Global challenge to create Species Distribution Model to predict occurrence of frog species, Litoria fallax, in Australia.

Language: Jupyter Notebook - Size: 1.41 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

dkauf42/gdess Fork of E3SM-Project/gdess

Tool for evaluating atmospheric carbon dioxide concentrations as simulated by Earth system models

Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

branden-ciranni/model-diagnostics

Model Diagnostics App for Logistic Regression

Language: Python - Size: 90.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kkholst/gof

Model diagnostics based on cumulative residuals (R package) https://kkholst.github.io/gof/

Language: C++ - Size: 3.48 MB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

archd3sai/Predicting-GDP-of-India

Objective of this project is to perform predictive assesment on the Gross Domestic Product of India through an inferential analysis of various socio-economic factors to find out which predictors contribute most to the GDP. Various models are compared and Stepwise Regression model is implemented which resulted in 5.7% Test MSE.

Size: 1.25 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Related Keywords
model-diagnostics 22 r 4 python 4 data-visualization 3 data-analysis 3 statistical-inference 2 predictive-modeling 2 multiple-linear-regression 2 logistic-regression 2 earth-observation 2 earth-system-model 2 generalized-linear-models 2 linear-regression 2 clustering 1 silhouette-score 1 linear-models 1 machine-learning 1 rmd-report 1 rmarkdown-language 1 machine-learning-algorithms 1 matplotlib 1 peer-to-peer 1 lendingclub-data 1 lending-club 1 kmeans-clustering 1 white-noise 1 volatility-modeling 1 var-model 1 time-series-forecasting 1 time-series-decomposition 1 time-series-analysis 1 residuals 1 random-walk 1 q-q-plot 1 pacf 1 model-selection-and-evaluation 1 socio-economic-factors 1 regression-models 1 gdp 1 economics 1 statistics 1 statistical-modeling 1 cumulative-residuals 1 streamlit 1 model-training 1 jupyter-notebook 1 imagery-dataset 1 statistical-computation 1 quantitative-and-qualitative-predictors 1 model-building 1 interpretation-of-results 1 variable-selection 1 survival-analysis 1 propensity-score-matching 1 mixed-effects-models 1 missing-value-imputation 1 time-series 1 r-programming 1 r-markdown 1 non-stationary 1 heteroscedasticity 1 forecasting 1 autocorrelation 1 tidydata 1 seaborn 1 scikit-learn 1 pandas 1 numpy 1 likelihood-free-inference 1 epsilon-adaptation 1 approximate-bayesian-computation 1 ml-workflow 1 low-code 1 interpretable-machine-learning 1 visualization 1 semantic-analysis 1 quantization 1 llm-evaluation 1 hyperparameter-tuning 1 cli-tools 1 benchmarking 1 spatial-point-processes 1 spatial-modelling 1 spatial-analysis 1 poisson-process 1 parameter-estimation 1 neyman-scott 1 leverage 1 influence 1 gibbs-process 1 determinantal-point-processes 1 cox-process 1 confidence-intervals 1 cluster-process 1 analysis-of-variance 1 stata 1 descriptive-statistics 1 correlation-analysis 1 comparative-analysis 1 hidden-markov-models 1