Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…

Template for forecasting data science project and identify consumption profiles in time series

This repository contains analysis of churn in telephone service company (using IV and WOE), comparison of effect size and information value and quick tutorial how to use information value module (c…

Machine learning and artificial intelligence

Python flat bill-of-material program based on Excel files

Survival analysis in Python

New mplfinance package (replacement for mpl-finance).

Creates a .csv file of all players in the English Player League with their respective team and total fantasy points

A python wrapper for Alpha Vantage API for financial data.

A game theoretic approach to explain the output of any machine learning model.

Code and notebooks containing my experiments in data science, EDA, visualization, and machine learning

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

DataScience Notebooks and Articles

Scrape player data from the Fantasy Premier League API for use in predictions

A variable binning algorithm that optimizes information value (IV) monotonicity and representativeness; a Python implementation based on a research paper.

Python Data Science Handbook: full text in Jupyter Notebooks

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

Educational Evaluation and Policy Tools for R

This repository contains a notebook demonstrating a practical implementation of the so-called Entity Embedding for Encoding Categorical Features for Training a Neural Network.

Understand Text Summarization and create your own summarizer in python