Python Lazypredict: Run All Sklearn Algorithms With a Line Of Code How to (and why you shouldn’t) use it Travis Tang Jan 3, 2023 9 min read
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. Travis Tang Jan 3, 2023 7 min read
Python 4x Faster Pandas Operations with Minimal Code Change Stop waiting on pandas operations. Parallelize them. Travis Tang Dec 14, 2022 5 min read
Python Vaex: Using an Out-of-Core Approach to Process Large Datasets Faster big-data analysis workflows with Vaex Travis Tang Dec 10, 2022 5 min read
Python Nose2: Unit Testing for Data Science with Python Catch expensive mistakes early with nose2 and parameterized tests Travis Tang Oct 26, 2022 8 min read
Python TPOT: Automate Your Machine Learning Training Process Stop rewriting the same code for model selection and hyper-parameter search Travis Tang Nov 10, 2021 5 min read