Abhijit Annaldas

For the love of data and machines that can learn!

| | |

Projects


Loan Defaulter Prediction

Prediction of loan defaulter based on training set of more than 5L records using Python, Numpy, Pandas and XGBoost

The problem was hosted for Machine Learning Challenge on Hacker Earth. You can download the dataset from the challenge page or from the direct link to the same dataset here.

The code achieves about 97.6% accuracy in predictions. My best submission stood 15th on the leaderboard. Finished 19th though, which was scored on a less accurate submission. There were > 200 participants with over 90% accuracy.

Star   Fork



QuickView Python Package

A python package to visualize dataset loaded into a pandas dataframe. QuickView gives you a quick glance at the dataset, just pass the pandas dataframe. It gives some useful summary and plots with just one line of code. All the summary that it outputs is made available through member variables. Its built using matplotlib.

Get QuickView from Python Package Index

Star   Fork



Machine Learning

This is my ML playground where I learn, get my hands dirty with ML and data. I use Python Programming Language.

Star   Fork







Abhijit Annaldas
avannaldas [at] hotmail [dot] com