todo.qmd

---
date: "2023-05-26"
---

# TODO List {.unnumbered}

## Data Management

- [x] Importing data
  - [x] CSV
  - [x] Excel
  - [x] R data
  - [x] [`{TidierFiles.jl}`](https://tidierorg.github.io/TidierFiles.jl/latest/)
  - [x] API with [`{HTTP.jl}`](https://github.com/JuliaWeb/HTTP.jl) and [`{Serde.jl}`](https://bhftbootcamp.github.io/Serde.jl/stable/)
  - [x] `{JLD2.jl}`/`{HDF5.jl}`
- [x] Exporting data
  - [x] `{JLD2.jl}`/`{HDF5.jl}`
- [ ] Cleaning data

## Analyses

- [ ] Descriptive statistics
- [ ] Univariate analysis
- [ ] Multivariate analysis & regression
- [ ] Missing data
- [ ] Standardized rates
- [ ] Time series and outbreak detection
- [ ] Epidemic modeling
- [ ] Spatial analysis
- [ ] Contact tracing
- [ ] Survival analysis
- [ ] Mixed effects models

## Data Visualization

- [ ] `{CairoMakie}` basics
- [ ] `{CairoMakie}` tips
- [ ] Interactive plots with `{GLMakie}`
- [ ] `{AlgebraOfGraphics}`

## Reporting & Reproducibility

- [ ] Version control
- [ ] Quarto

## Miscellaneous

- [ ] Simulations with `{DrWatson}`
- [ ] `{Revise}`
  - [ ] Basics functionality
  - [ ] Using for single scripts
  - [ ] Using for modules/packages
  - [ ] Adding to ***startup.jl*** file
- [ ] Writing functions
  - [ ] Typing arguments
    - [ ] Parametric types
  - [ ] Testing
  - [ ] Documentation
  - [ ] Multiple dispatch
  - [ ] Function/Type piracy
- [ ] Developing packages
  - [ ] Modules
  - [x] Namespaces
  - [ ] Dev local packages
  - [ ] Package registry with `{LocalRegistry}`
  - [ ] `{PkgTemplates}`
- [ ] Performance
  - [ ] Memory access (column-major vs row-major, `@views()`)
  - [ ] Profiling
  - [ ] Multi-threading
  - [ ] Multi-processing
  - [ ] Benchmarking
  - [ ] `{Bumper}`
  - [ ] `{DispatchDoctor}`
  - [ ] Pipelines with `{Dagger}`
- [ ] R interoperability
  - [ ] `{RCall}`
  - [ ] `{JuliaCall}`