tirthajyoti

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Carefully curated resource links for data science in one place

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Deep learning codes and projects using Python

Fundamentals of Spark with Python (using PySpark), code examples

Web scrapping and related analytics using Python tools

Random dataframe and database table generator

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

Design-of-experiment (DOE) generator for science, engineering, and statistics

Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/

Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package

IPython widgets, interactive plots, interactive machine learning

Financial data analytics with Python

Analysis with Covid-19 data

Data science and numerical computing with Julia

Various useful data structures in Python

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

Tirthajyoti's Home Page about machine learning, statistics, analytics