diff --git a/src/WHY.egg-info/PKG-INFO b/src/WHY.egg-info/PKG-INFO
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@@ -1,85 +0,0 @@
-Metadata-Version: 2.1
-Name: WHY
-Version: 0.0.1.dev0+a83d626
-Summary: Explainable AI system
-Home-page: https://gitlab.cci.drexel.edu/pjm363/why-senior-project
-Author: Philip Monaco, Abdullah Shah, Ibrahim Elsaid, Jashanpreet Singh, William Lu, Songheng Li
-License: LICENSE.md
-Platform: UNKNOWN
-Requires-Python: >=3.8
-Description-Content-Type: text/markdown
-Provides-Extra: lint
-Provides-Extra: docs
-Provides-Extra: all
-
-# WHY Senior Project
-
-## Installing WHY
-
-There are two way in which the `WHY` package can be installed.
-First, follow the [prerequisite](#prerequisites) instructions.
-IF you do not need to rebuild documentation or make modifications to the library, follow the instructions under [User Installation](#user-installation).
-Otherwise, follow the instructions under [Developer Installation](#developer-installation).
-
-### Prerequisites
-
-The `WHY` requires at least `python3.8` and makes use of a number of third-party libraries. The bare minimum packages are automatically installed when you install `WHY` using `pip`. Additional dependencies for developers are contained in `requirements.txt` file. See the
-
-It's recommended that you use `WHY` within a python virtual environment. 
-Virtual environments are now included natively with Python 3 using `venv`. Instructions to create a virtual environment can be found [here](https://docs.python.org/3/library/venv.html).  
-
-API documentation requires the use of `sphinx` which will require installing `Cmake`.  Installation instructions can be found [here](https://cmake.org/install/).
-
-### User Installation
-
-First you must clone the repository using the following bash command.
-```bash
-pip clone git@gitlab.cci.drexel.edu:pjm363/why-senior-project.git
-```
-
-From the root path of the repository (the folder where `setup.py` is located) `WHY` can be installed using `pip` using the following command. 
-
-```bash
-pip install .
-```
-
-### Developer Installation
-Developers need an additional tool, `clang-format` in order to run the precommit script. 
-
-Install via Ubuntu.
-```bash 
-apt-get install clang-format
-```
-Install via MacOSX with homebrew.
-```bash
-brew install clang-format
-```
-Install via [installer](https://llvm.org/builds/) or using chocolatey via.
-```bash
-choco install llvm
-```
-Install WHY using pip:
-```bash
-pip install -e .
-```
-## Running examples
-From the `examples` directory
-```bash
-bokeh serve --show <name of app folder>
-```
-For a developer option the `--dev` flag can be used to auto refresh server from IDE.
-```bash
-bokeh serve --show <name of app folder> --dev
-```
-## Building API Documentation
-
-To build the API Documentation in HTML format for local browsing, execute the following from the root of the repository.
-```
-cd docs/
-make html
-```
-
-This will also cause any examples contained in `examples` to be generated in the example gallery.  
-All documentation is also built automatically when the `./precommit.sh` script is run.
-
-
diff --git a/src/WHY.egg-info/SOURCES.txt b/src/WHY.egg-info/SOURCES.txt
deleted file mode 100644
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@@ -1,8 +0,0 @@
-README.md
-setup.py
-src/WHY.egg-info/PKG-INFO
-src/WHY.egg-info/SOURCES.txt
-src/WHY.egg-info/dependency_links.txt
-src/WHY.egg-info/not-zip-safe
-src/WHY.egg-info/requires.txt
-src/WHY.egg-info/top_level.txt
\ No newline at end of file
diff --git a/src/WHY.egg-info/dependency_links.txt b/src/WHY.egg-info/dependency_links.txt
deleted file mode 100644
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-
diff --git a/src/WHY.egg-info/not-zip-safe b/src/WHY.egg-info/not-zip-safe
deleted file mode 100644
index 8b137891791fe96927ad78e64b0aad7bded08bdc..0000000000000000000000000000000000000000
--- a/src/WHY.egg-info/not-zip-safe
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@@ -1 +0,0 @@
-
diff --git a/src/WHY.egg-info/requires.txt b/src/WHY.egg-info/requires.txt
deleted file mode 100644
index e0c87a227f7df1ad1af7b1e909c526942b5ee70e..0000000000000000000000000000000000000000
--- a/src/WHY.egg-info/requires.txt
+++ /dev/null
@@ -1,32 +0,0 @@
-numpy>=1.21
-pandas>=1.3.5
-bokeh>=2.4.2
-matplotlib>=3.5.0
-scikit-learn>=1.0.2
-
-[all]
-numpy>=1.21
-pandas>=1.3.5
-bokeh>=2.4.2
-matplotlib>=3.5.0
-scikit-learn>=1.0.2
-black==21.12b0
-isort==5.10.1
-flake8==4.0.1
-mypy
-Sphinx
-sphinx-gallery
-sphinx-rtd-theme
-m2r2
-
-[docs]
-Sphinx
-sphinx-gallery
-sphinx-rtd-theme
-m2r2
-
-[lint]
-black==21.12b0
-isort==5.10.1
-flake8==4.0.1
-mypy
diff --git a/src/WHY.egg-info/top_level.txt b/src/WHY.egg-info/top_level.txt
deleted file mode 100644
index 8b137891791fe96927ad78e64b0aad7bded08bdc..0000000000000000000000000000000000000000
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@@ -1 +0,0 @@
-