Python
Lazypredict: Run All Sklearn Algorithms With a Line Of Code
How to (and why you shouldn’t) use it
Python
Open-source libraries for maximum efficiency
Python
Convert Jupyter Notebooks into Functions
Papermill is an open-sourced tool for parameterizing, executing, and analyzing Jupyter notebooks. Just pass in parameters to the notebook, and the Jupyter notebook runs automatically.
Python
4x Faster Pandas Operations with Minimal Code Change
Stop waiting on pandas operations. Parallelize them.
Python
Vaex: Using an Out-of-Core Approach to Process Large Datasets
Faster big-data analysis workflows with Vaex
Python
Nose2: Unit Testing for Data Science with Python
Catch expensive mistakes early with nose2 and parameterized tests
Python
TPOT: Automate Your Machine Learning Training Process
Stop rewriting the same code for model selection and hyper-parameter search
Python
Saturn Cloud vs Google Colab for Data Science and Machine Learning
Which Tool is Better for Scalable Data Science?