Pinned Repositories
autoEnsemble
autoEnsemble : An AutoML Algorithm for Building Homogeneous and Heterogeneous Stacked Ensemble Models by Searching for Diverse Base-Learners
github
a module for building, searching, installing, managing, and mining Stata packages from GitHub
HMDA
Holistic Multimodel Domain Analysis: A New Paradigm for Robust, Transparent, And Reliable Exploratory Machine Learning that Considers Cross-Model Variability in Feature Importance Assessment
machinelearning
a Stata module for machine learning (ML) algorithms, implemented within R using rcall package
markdoc
A literate programming package for Stata which develops dynamic documents, slides, and help files in various formats
md2smcl
a Stata module that converts Markdown to SMCL language (translator, reproducible, document, text)
mlim
mlim: single and multiple imputation with automated machine learning
rcall
Seamless interactive R in Stata. rcall allows communicating data sets, matrices, variables, and scalars between Stata and R conveniently
shapley
Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles
statax
JavaScript and LaTeX Syntax Highlighter for Stata
haghish's Repositories
haghish/github
a module for building, searching, installing, managing, and mining Stata packages from GitHub
haghish/rcall
Seamless interactive R in Stata. rcall allows communicating data sets, matrices, variables, and scalars between Stata and R conveniently
haghish/mlim
mlim: single and multiple imputation with automated machine learning
haghish/shapley
Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles
haghish/machinelearning
a Stata module for machine learning (ML) algorithms, implemented within R using rcall package
haghish/autoEnsemble
autoEnsemble : An AutoML Algorithm for Building Homogeneous and Heterogeneous Stacked Ensemble Models by Searching for Diverse Base-Learners
haghish/convertGraph
R package for converting graphical files to one another
haghish/openpsychometrics
Anonymized Psychological survey datasets from openpsychometrics.org for educational purpose
haghish/DOT
An R Package that Renders and Exports Graphviz DOT diagrams in SVG and PNG format
haghish/h2otools
Analysis Tools for H2O Machine Learning Software
haghish/md.log
a Markdown log system with function call for R
haghish/mlim_handbook
mlim Multiple Imputation Handbook
haghish/psy9510
a repository for psy9510 class
haghish/adjROC
an R package for computing adjusted sensitivity and specificity at particular thresholds
haghish/HMDA
Holistic Multimodel Domain Analysis: A New Paradigm for Robust, Transparent, And Reliable Exploratory Machine Learning that Considers Cross-Model Variability in Feature Importance Assessment
haghish/awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
haghish/fair
Machine Learning Fairness Evaluation and Classification Parity Testing
haghish/fairness
R package for computing and visualizing fair ML metrics
haghish/GPBoost
Combining tree-boosting with Gaussian process and mixed effects models
haghish/haghish
a repository about my activities
haghish/haghish.github.io
haghish/lm-format-enforcer
Enforce the output format (JSON Schema, Regex etc) of a language model
haghish/mice
Multivariate Imputation by Chained Equations
haghish/missForest
missForest is a nonparametric, mixed-type imputation method for basically any type of data for the statistical software R.
haghish/missRanger
R package "missRanger" for fast imputation of missing values by random forests.
haghish/pROC
Display and analyze ROC curves in R and S+
haghish/pupillometry
Pupil size estimation for eye tracking devices
haghish/PyCreditSafe
This is a simple package that wraps a Python client around the CreditSafe REST API
haghish/stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
haghish/uio
a repository for my lectures at University of Oslo