Lazypredict: Run All Sklearn Algorithms With a Line Of Code
How to (and why you shouldn’t) use it
9 min read
Python
Open-source libraries for maximum efficiency
7 posts
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.
7 min read
4x Faster Pandas Operations with Minimal Code Change
Stop waiting on pandas operations. Parallelize them.
5 min read
Vaex: Using an Out-of-Core Approach to Process Large Datasets
Faster big-data analysis workflows with Vaex
5 min read
Nose2: Unit Testing for Data Science with Python
Catch expensive mistakes early with nose2 and parameterized tests
8 min read
TPOT: Automate Your Machine Learning Training Process
Stop rewriting the same code for model selection and hyper-parameter search
5 min read