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Merge pull request #62 from StochasticTree/name-change-doc-updates
Updated docs
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README.md

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# StochasticTree
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[![C++ Tests](https://github.com/StochasticTree/stochtree-cpp/actions/workflows/cpp-test.yml/badge.svg)](https://github.com/StochasticTree/stochtree-cpp/actions/workflows/cpp-test.yml)
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[![Python Tests](https://github.com/StochasticTree/stochtree-cpp/actions/workflows/python-test.yml/badge.svg)](https://github.com/StochasticTree/stochtree-cpp/actions/workflows/python-test.yml)
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[![R Tests](https://github.com/StochasticTree/stochtree-cpp/actions/workflows/r-test.yml/badge.svg)](https://github.com/StochasticTree/stochtree-cpp/actions/workflows/r-test.yml)
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[![C++ Tests](https://github.com/StochasticTree/stochtree/actions/workflows/cpp-test.yml/badge.svg)](https://github.com/StochasticTree/stochtree/actions/workflows/cpp-test.yml)
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[![Python Tests](https://github.com/StochasticTree/stochtree/actions/workflows/python-test.yml/badge.svg)](https://github.com/StochasticTree/stochtree/actions/workflows/python-test.yml)
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[![R Tests](https://github.com/StochasticTree/stochtree/actions/workflows/r-test.yml/badge.svg)](https://github.com/StochasticTree/stochtree/actions/workflows/r-test.yml)
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Software for building stochastic tree ensembles (i.e. BART, XBART) for supervised learning and causal inference.
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```
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pip install numpy scipy pytest pandas scikit-learn pybind11
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pip install git+https://github.com/StochasticTree/stochtree-cpp.git
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pip install git+https://github.com/StochasticTree/stochtree.git
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```
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## Virtual environment installation
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Then install the package from github via pip
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```{bash}
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pip install git+https://github.com/StochasticTree/stochtree-cpp.git
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pip install git+https://github.com/StochasticTree/stochtree.git
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```
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(*Note*: if you'd also like to run `stochtree`'s notebook examples, you will also need jupyterlab, seaborn, and matplotlib)
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Then install stochtree via
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```{bash}
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pip install git+https://github.com/StochasticTree/stochtree-cpp.git
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pip install git+https://github.com/StochasticTree/stochtree.git
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```
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As above, if you'd like to run the notebook examples in the `demo/` subfolder, you will also need jupyterlab, seaborn, and matplotli and you will have to [clone the repo](###cloning-the-repository)
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The package can be installed in R via
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```
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remotes::install_github("StochasticTree/stochtree-cpp", ref="r-dev")
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remotes::install_github("StochasticTree/stochtree", ref="r-dev")
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```
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# C++ Core
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While the C++ core links to both R and Python for a performant, high-level interface,
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the C++ code can be compiled and unit-tested and compiled into a standalone
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[debug program](https://github.com/StochasticTree/stochtree-cpp/tree/main/debug).
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[debug program](https://github.com/StochasticTree/stochtree/tree/main/debug).
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## Compilation
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Once git is available at the command line, navigate to the folder that will store this project (in bash / zsh, this is done by running `cd` followed by the path to the directory).
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Then, clone the `StochasticTree` repo as a subfolder by running
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```{bash}
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git clone --recursive https://github.com/andrewherren/StochasticTree.git
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git clone --recursive https://github.com/StochasticTree/stochtree.git
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```
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*NOTE*: this project incorporates several dependencies as [git submodules](https://git-scm.com/book/en/v2/Git-Tools-Submodules),
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See [here](https://cmake.org/install/) for details on installing cmake (alternatively,
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on MacOS, `cmake` can be installed using [homebrew](https://formulae.brew.sh/formula/cmake)).
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Once `cmake` is installed, you can build the CLI by navigating to the main
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project directory at your command line (i.e. `cd /path/to/stochtree-cpp`) and
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project directory at your command line (i.e. `cd /path/to/stochtree`) and
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running the following code
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```{bash}
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#### Unit Tests
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We test `stochtree-cpp` using the [GoogleTest](https://google.github.io/googletest/) framework.
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We test `stochtree` using the [GoogleTest](https://google.github.io/googletest/) framework.
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Unit tests are compiled into a single target as part of the CMake build if the `BUILD_TEST` option is set to `ON`
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and the test suite can be run after compilation via `./build/teststochtree`
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R_README.md

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# stochtree R package
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**NOTE**: we are in the process of refactoring this project so that the R, Python, and C++ source code sits in the [same repo](https://github.com/StochasticTree/stochtree-cpp/).
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**NOTE**: we are in the process of refactoring this project so that the R, Python, and C++ source code sits in the [same repo](https://github.com/StochasticTree/stochtree/).
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## Getting started
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The package can be installed in R via
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```
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remotes::install_github("StochasticTree/stochtree-cpp", ref="r-dev")
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remotes::install_github("StochasticTree/stochtree", ref="r-dev")
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```

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