Automate Data Science Workflow from Exploratory Data Analysis to Model Deployment
Project description
fika
"A collection of tools for Data Scientists and ML Engineers to automate their workflow of performing analysis to deploying models and pipelines."
fika is a library/platform that automates your data science and analytical tasks at any stage in the pipeline. fika is, at its core, a uniform API that helps automate analytical techniques from various libaries such as pandas, sci-kit learn, spacy, etc.
Setup
Python Requirements: 3.6, 3.7
Install from GitHub
pip install fika
How to use fika
Take a look at this fika.ipynb notebook
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