Tirthajyoti Sarkar
Sr. Director, AI/ML Platforms, Industry 4.0, edge-computing, semiconductor technology, Author, Python packages - pydbgen, MLR, and doepy,
Projects
Data-science-best-resources
Carefully curated resource links for data science in one place
Released: 27 Dec 2018 - 2,874
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Jupyter Notebook - Released: 17 Jul 2017 - 3,075
Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Jupyter Notebook - Released: 06 Nov 2017 - 858
doepy
Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/
Python - Released: 21 Jul 2019 - 144
Spark-with-Python
Fundamentals of Spark with Python (using PySpark), code examples
Jupyter Notebook - Released: 20 Aug 2018 - 328
Deep-learning-with-Python
Deep learning codes and projects using Python
Jupyter Notebook - Released: 03 Jul 2019 - 335
Web-Database-Analytics
Web scrapping and related analytics using Python tools
Jupyter Notebook - Released: 18 Feb 2018 - 267
UCI-ML-API
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Python - Released: 07 Jul 2018 - 234
Optimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
Jupyter Notebook - Released: 05 Nov 2018 - 224
Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statistics
Jupyter Notebook - Released: 29 Jun 2018 - 226
DS-with-PySimpleGUI
Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package
Jupyter Notebook - Released: 20 Dec 2020 - 162
Interactive_Machine_Learning
IPython widgets, interactive plots, interactive machine learning
Jupyter Notebook - Released: 09 Dec 2017 - 150
mlr
Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features
Python - Released: 31 Jul 2019 - 31
PyTorch_Machine_Learning
Machine learning, Deep Learning, CNN with PyTorch
Jupyter Notebook - Released: 17 Mar 2019 - 78
Synthetic-data-gen
Various methods for generating synthetic data for data science and ML
Jupyter Notebook - Released: 30 Jun 2019 - 68
Finance-with-Python
Financial data analytics with Python
Jupyter Notebook - Released: 06 Jun 2020 - 67
Julia-data-science
Data science and numerical computing with Julia
Jupyter Notebook - Released: 14 Dec 2019 - 54
Algorithm-Data-Structures-Python
Various useful data structures in Python
Jupyter Notebook - Released: 17 Aug 2018 - 36
R-stats-machine-learning
Misc Statistics and Machine Learning codes in R
R - Released: 02 Sep 2018 - 33
TensorFlow_Basics
Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.
Jupyter Notebook - Released: 11 Aug 2017 - 35
Scikit-image-processing
Image processing examples with Numpy, Scipy, and Scikit-image
Jupyter Notebook - Released: 03 Jun 2019 - 29
PyScript-examples
Examples of web pages developed with PyScript framework
Released: 02 May 2022 - 23
Packt-Data_Wrangling
Code repo for Packt course I developed, "Beginning Data Wrangling with Python"
Jupyter Notebook - Released: 21 Oct 2018 - 24