Rafsan Siddiqui's repositories
Forest-Fire-StepwiseRegression
Forest-Fire-StepwiseRegression The relationships between the ‘Probability of Forest Fire’ in Algeria and its various weather components have been estimated.
ML-classification-method
We have implemented different ML classification methods to predict whether a student would like to go to college based on many of the other features. Then, we have compared the performance of the methods.
DL_Python
Theano, Keras, Tensorflow, and other essential libraries' usage for Neural Networks
MFS-Rural_Agents-Female_Users
Linear and Polynomial Regression, independent variables: rural agent no, rural female account no, dependent variables: total transaction number, total transaction amount
MFS-Synthetic-Fraud-Data
A data analysis notebook of 6 million synthetic MFS transactions and classifying the fraud ones
Prediction-performance-of-ML-methods-on-MNIST-data
I have evaluated the prediction performance of different ML methods: Multinomial Logistic Regression, Decision Trees and Random Forests, Support Vector Machine, Linear Discriminant Analysis, and Deep Neural Networks on classifying the digits of the MNIST dataset with tuning and validation.
rafsanRubaiyat
Config files for my GitHub profile.
rafsanRubaiyat.github.io
Site for my projects and articles
sea-ice-extent
Time Series and regression analysis on Sea Ice Extent in North and South pole.