Lesser Known
Avi Chawla
410 posts published
NumPy
Speedup NumPy Methods 25x With Bottleneck
Machine Learning
Visualizing The Data Transformation of a Neural Network
Python
Never Refactor Your Code Manually Again. Instead, Use Sourcery!
No Code
Draw The Data You Are Looking For In Seconds
Plotting
Style Matplotlib Plots To Make Them More Attractive
Run-Time Optimization
Speed-up Parquet I/O of Pandas by 5x
Python
40 Open-Source Tools to Supercharge Your Pandas Workflow
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Skimpy.
Python
The Right Way to Roll Out Library Updates in Python
Plotting
Simple One-Liners to Preview a Decision Tree Using Sklearn
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Summarytools.
Terminal
Never Search Jupyter Notebooks Manually Again To Find Your Code
Python
F-strings Are Much More Versatile Than You Think
Machine Learning
Is This The Best Animated Guide To KMeans Ever?
Machine Learning
An Effective Yet Underrated Technique To Improve Model Performance
Plotting
Create Data Plots Right From The Terminal
Plotting
Make Your Matplotlib Plots More Professional
Python
37 Hidden Python Libraries That Are Absolute Gems
Cool Tools
Preview Your README File Locally In GitHub Style
NumPy
Pandas and NumPy Return Different Values for Standard Deviation. Why?
Cool Tools
Visualize Commit History of Git Repo With Beautiful Animations
Python
Perfplot: Measure, Visualize and Compare Run-time With Ease
No Code
This GUI Tool Can Possibly Save You Hours Of Manual Work
Lesser Known
How Would You Identify Fuzzy Duplicates In A Data With Million Records?
Lesser Known
Stop Previewing Raw DataFrames. Instead, Use DataTables.
Python
🚀 A Single Line That Will Make Your Python Code Faster
Plotting
Prettify Word Clouds In Python
Machine Learning
How to Encode Categorical Features With Many Categories?
Plotting