Refactor to make later code changes easier

Added test for removal of undesired columns. fixed code error in column removal

Added initial tests. test_columns and test_rows will be updated or removed later as they test for the exact number of columns and rows. the number of rows will change as more models are added

Updated the last updated date to 18Aug

updated with new hugging face results

Updated description with more models

updated results

fixed error

Added google analytics snippet

Increased size of scatter plot

Made the radar plot larger

Moved radar plots to higher in the page

Modified title and explanation to better reflect what the site is

Moved radar chart to after analysis

Added a default model to compare

Improved clarity of explanation for Radar charts

Fixed some of the diplicate model issue

Table now displays the columns that have the top differences

removed charts with hardcoded tasks. removed hardcoding of model for other charts

Finding top differences between tasks from the target model

Added explanation for the plot and a dataframe of the models

Added radar chart. Compares a model to the 5 models that have the closest performance on MMLU_average

added new results from hugging face

Added header back for the table

Added citation for the site

Changed streamlit to wide layout to see more of the table

Updated updated date

Added filter for parameter count. Fixed model filter so that it only filters on the Model name (index of the table)

Modified the selection of models and evaluations so that most do not show up by default. for a better user experience with 700+ models

Added search for Model name and Task name

Added reasoning for having scatter plots

Updated title now that there are over 700 open source models in the dataset

Updated with new results from hugging face

Added statement and hypothesis about moral scenarios

Plots have a default title

updated requirements.txt

Refactor of create_plot

Added finding from moral scenarios about threshold

Added bar chart for abstract algebra data.

updated hugging face results

Added introduction, links, and reduced the number of plots displayed

Updated with new data from hugging face

Modified download CSV feature so that the index column now has a title of model name

Added citation

Added new hugging face results

updated with new hugging face results

Add dashed line at the appropriate scale of the largest and smallest values on the plot so that plotly still zooms in to show that

Moved rank data into a separate method and dataframe

Added new huggingface results

Extracting parameter data from the names of the models