Projects
Data Science Foundations
The educational materials, training courses and workshops provided under Data Science Foundations Series are aimed at bridging the Data Science knowledge gap and to improve the data literacy among general public.
YouTube: https://www.youtube.com/channel/UCFAMcXcxG5lUGrTPfz8wfqQ
Facebook: https://www.facebook.com/DataScienceFoundations
Web Page: https://www.datasciencefoundations.com
MLToolKit
MLToolkit (mltk) is a Python package providing a set of user-friendly functions to help building machine learning models in data science research, teaching or production focused projects.
GitHub: https://mltoolkit.github.io/MLToolKit
DOI: http://doi.org/10.5281/zenodo.3596163
Sample Notebook: MLToolKit Example - Adult Census Income.ipynb
To install
pip install pymltoolkit
Text Analytics Lab
'Text Analytics Lab' provides a set of text analytics tools for data mining and machine learning projects and end-to-end text analytics application development.
GitHub: TBP
Sample Notebook: TBP
To install
To Be Published...
Material Elasticity Calculator
A set of Python functions to compute temperature and pressure dependent elastic properties of materials for material science and mineral physics research.
GitHub: TBP
Sample Notebook: TBP
To install
To Be Published...
Machine Learning Applications in Acoustics Research
How Machine Learning and help to solve complex problems in acoustics research.
GitHub: TBP
Sample Notebook: TBP
To install
To Be Published...
Harnessing the Latent Knowledge from Science Literature.
TBP
GitHub: TBP
Sample Notebook: TBP
To install
To Be Published...