Pinned Repositories
2017.09.21-Exploring-correspondence-analysis
R code for Correspondence Analysis (CA) examples. CA is a dimension-reduction technique for visualization, somewhat similar to PCA.
Basic-queuing-results_Shiny-app
Shiny app to draw interactive graphs to show basic results for M/M/c queues. Analyzing queue performance is vital to making decisions about capacity and resource allocation in service settings.
denodoExtractor
R package containing convenience functions for extracting data from Denodo database. Reduces the need to move data from one context to another, as data can be pulled and analyzed directly in R.
kaggle-tabular-playground
ml-notes
Notes on machine learning
surge-planning
Code to set up a pipeline for regular forecasts of ED visits and patient census in each nursing unit. We use Facebook's "prophet" R package for forecasting, which allows for rapidly adjusting forecasts using human-interpretable parameters.
surgery-census-modeling
Project to recommend changes to surgical schedule, by simulating average patient census in the surgical ward. With some modifications, this tool can be used in many different contexts to test proposed changes in surgery schedules/patient bookings.
survival-analysis-notes
Notes on survival and recurrent event analysis
time-series-notes
Notes on time series and forecasting methods
transformers-book
This repo is for exploring transformers models, largely based on the book by Lewis Tunstall et al.
nayefahmad's Repositories
nayefahmad/Basic-queuing-results_Shiny-app
Shiny app to draw interactive graphs to show basic results for M/M/c queues. Analyzing queue performance is vital to making decisions about capacity and resource allocation in service settings.
nayefahmad/kaggle-tabular-playground
nayefahmad/ml-notes
Notes on machine learning
nayefahmad/overdose-crisis-data-viz_shiny-app
The goal of this project is to develop an interactive online visualization tool to allow users to understand the various legal, health, and social policies that have been taken to address the overdose crisis.
nayefahmad/survival-analysis-notes
Notes on survival and recurrent event analysis
nayefahmad/time-series-notes
Notes on time series and forecasting methods
nayefahmad/transformers-book
This repo is for exploring transformers models, largely based on the book by Lewis Tunstall et al.
nayefahmad/algorithms-and-design-patterns
nayefahmad/archimedes
nayefahmad/bayesian-stats-notes
Notes on Bayesian statistics
nayefahmad/coursera-tensorflow-course
nayefahmad/icarus
nayefahmad/ipynb-py-convert
Convert .py files runnable in VSCode or Atom/Hydrogen to Jupyter .ipynb notebooks and vice versa
nayefahmad/kaggle-american-express-default-prediction
nayefahmad/log
nayefahmad/nbdev-demo
Demo of nbdev
nayefahmad/notebook-sync
nayefahmad/overdose-crisis-data-viz
nayefahmad/python-dash-demo
nayefahmad/python-imports
Experimenting with ways to import in python
nayefahmad/python2jupyter
Convert from Python script to Jupyter notebook and vice versa
nayefahmad/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
nayefahmad/shiny-developer-with-aws-course
nayefahmad/stat-rethinking
nayefahmad/statistical_inferences
Repository for the textbook 'Improving Your Statistical Inferences' by Daniel Lakens
nayefahmad/stats-notes
nayefahmad/streambook
Live Python Notebooks with any Editor
nayefahmad/text-analytics-blueprints
Blueprints from book by Albrecht, Ramachandran, and Winkler
nayefahmad/weibull-maximum-likelihood
nayefahmad/zephyrus