-
- Created
Dataset
class which fetches the dataset, and loads it into a Spark DataFrame. - Worked on packaging the whole project into a module, and wrote the
__main__.py
script. - Contributed to the README.md document.
- Contributed to the Test suite.
- Contributed to the Project Report.
- Created
-
- Created
Model
class, which acts as a base class for all the models. - Developed 'tree' models such as Decision Trees, Random Forests and Gradient Boost Trees.
- Worked on encryption/decryption of the CSV files containing the dataset.
- Created the
Encryption
andDecryption
classes for data securtiy - Contributed to the Test suite.
- Contributed to the ETHICS.md document.
- Contributed to the Wiki section.
- Created
-
- Developed 'linear' models such as Multiple Linear Regression, Ridge Regression, Lasso Regression.
- Contributed to the Test suite.
- Contributed to the ETHICS.md document.
- Contributed to the Wiki section.
- Contributed to the Project Report.