MaartenGr / UnitTestingLinks
Guide for applying Unit Testing in data-driven projects
β21Updated 5 years ago
Alternatives and similar repositories for UnitTesting
Users that are interested in UnitTesting are comparing it to the libraries listed below
Sorting:
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API πβ52Updated 4 years ago
- Instant search for and access to many datasets in Pyspark.β34Updated 3 years ago
- Various methods for generating synthetic data for data science and MLβ82Updated 4 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.β51Updated 2 years ago
- Example usage of scikit-htsβ57Updated 3 years ago
- Applied Machine Learning with Pythonβ80Updated last year
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for β¦β108Updated 3 years ago
- Best practices for engineering ML pipelines.β36Updated 3 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projectsβ107Updated 2 years ago
- Predict the poverty of households in Costa Rica using automated feature engineering.β23Updated 5 years ago
- Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & trackingβ55Updated 4 years ago
- β16Updated 5 years ago
- β18Updated 4 years ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploymβ¦β65Updated 2 years ago
- OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experimentsβ¦β27Updated 2 years ago
- Work for Mastering Large Datasets with Pythonβ20Updated 3 years ago
- Structural Time Series on US electricity demand dataβ22Updated 5 years ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcomeβ¦β121Updated last year
- Using Kafka-Python to illustrate a ML production pipelineβ112Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure bookβ116Updated 2 years ago
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Sparkβ74Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.β65Updated last year
- Production repo to accompany Deep Learning with Structured Data book from Manning: https://www.manning.com/books/deep-learning-with-strucβ¦β73Updated 4 years ago
- Guide on creating an API for serving your ML modelβ65Updated 3 years ago
- Companion Notebooks and Data for Data Science with Python and Dask from Manning Publicationsβ52Updated 5 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ81Updated 4 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard includedβ28Updated 4 years ago
- This is repo to demonstrate how to convert from Jupyter Notebook to scripts with some engineering practicesβ84Updated 2 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projectsβ45Updated 6 years ago
- Quick Implementation in pythonβ53Updated 6 years ago