Run-Time Optimization
Why You Should Avoid Appending Rows To A DataFrame
...and what happens if you do.
Run-Time Optimization
A collection of 12 posts
Python
Probably The Fastest Way To Execute Your Python Code
So the best way to speedup python is by not using python?
Run-Time Optimization
If You Are Not Able To Code A Vectorized Approach, Try This.
A simple tweak to improve iteration run-time over a DataFrame.
Run-Time Optimization
Why Are We Typically Advised To Never Iterate Over A DataFrame?
The core reason which very few told you about.
Run-Time Optimization
This Small Tweak Can Significantly Boost The Run-time of KMeans
KMeans++: KMeans with a smarter centroid initialization approach.
NumPy
Speedup NumPy Methods 25x With Bottleneck
Run-Time Optimization
Speed-up Parquet I/O of Pandas by 5x
Python
🚀 A Single Line That Will Make Your Python Code Faster
Python
30 Python Libraries to (Hugely) Boost Your Data Science Productivity
Run-Time Optimization
Parallelize Pandas with Pandarallel
Run-Time Optimization
Why you should not dump DataFrames to a CSV
Run-Time Optimization