KappaML Benchmarks

This repository contains the code for running benchmarks for the KappaML platform.

Platform: https://kappaml.com API Keys: https://app.kappaml.com/api-keys API Documentation: https://api.kappaml.com/docs OpenAPI Schema: https://api.kappaml.com/openapi.json

Running the benchmarks

Installation

pip install -r requirements.txt

Running the benchmarks

Get an API key from https://app.kappaml.com/api-keys and set as env variable

export KAPPAML_API_KEY="your_api_key_here"

Run the benchmarks

python run_benchmarks.py

Plotting the results

python plot_results.py

Results

The results are saved in the results directory.

Results Table

The results are saved in the results/results.md file.

Figures

The figures are saved in the figures directory and individual model results as well as aggregated results.

Regression Models

Classification Models