Tirthajyoti Sarkar's repositories
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Data-science-best-resources
Carefully curated resource links for data science in one place
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Deep-learning-with-Python
Deep learning codes and projects using Python
Spark-with-Python
Fundamentals of Spark with Python (using PySpark), code examples
Web-Database-Analytics
Web scrapping and related analytics using Python tools
Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statistics
UCI-ML-API
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Optimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
DS-with-PySimpleGUI
Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package
Synthetic-data-gen
Various methods for generating synthetic data for data science and ML
Finance-with-Python
Financial data analytics with Python
Covid-19-analysis
Analysis with Covid-19 data
Digital-Twin
Digital twin with Python
R-stats-machine-learning
Misc Statistics and Machine Learning codes in R
PyScript-examples
Examples of web pages developed with PyScript framework
ML-apps-with-Streamlit
Building simple ML apps with Streamlit
tirthajyoti.github.io
Tirthajyoti's Home Page about machine learning, statistics, analytics
Dask-analytics-ML
Data science and ML with Dask
Scikit-image-book
Scikit-image-book-built-with-Jupyter-book
D3.js-examples
Simple D3.js code examples
pandoc_resume
The Markdown Resume
Gradio-apps
Python web apps built with Gradio
ghPage-test
test for gh pages