PinnedMike ClaytoninTowards Data ScienceIs Matplotlib Still the Best Python Library for Static Plots?Is the ubiquitous original still the master?·18 min read·Jan 20, 2024--12--12
PinnedMike ClaytoninTowards Data SciencePro GPU System vs Consumer GPU System for Deep LearningWhy you might consider going pro·21 min read·Apr 19, 2023--8--8
PinnedMike ClaytoninTowards Data ScienceIs Julia Really Faster than Python and Numpy?The speed of C with the simplicity of Python·10 min read·Nov 9, 2022--10--10
PinnedMike ClaytoninTowards Data ScienceHow to Speedup Data Processing with Numpy VectorizationUp to 8000 times faster than normal functions·12 min read·Aug 25, 2022--2--2
Mike ClaytoninTowards Data SciencePandas: My Experience Contributing to a Major Open Source ProjectIt just might be worth you contributing too·18 min read·Apr 19, 2024--2--2
Mike ClaytoninTowards Data ScienceMatplotlib: Make Your Plotting Life Easier with rcParamsConsistently beautiful plots with less code and minimal effort·18 min read·Feb 21, 2024--3--3
Mike ClaytoninTowards Data ScienceIs Julia Faster than Python and Numba?Numba is very fast, but is it fast enough?·16 min read·Sep 19, 2023--7--7
Mike ClaytoninLevel Up Codingfish shell: How to setup a Conda environment for TensorFlow + GPU on LinuxDeep learning with the advantages of fish shell·9 min read·Jun 1, 2023----
Mike ClaytoninTowards Data ScienceHow to Improve Clustering Accuracy with Bayesian Gaussian Mixture ModelsA more advanced clustering technique for real world data·27 min read·Feb 15, 2023--1--1
Mike ClaytoninTowards Data ScienceA Simple Way to Speed Up Your Python Code — Stay Up to DateUp to 15 times faster just by updating a library·13 min read·Jan 10, 2023--1--1