README.md

Currently working on...

1. Multimodal models for Classification of Hate Speech Repository that contains all code and notebooks to reproduce the results for the Memes Hateful Competition by FacebookAI.

Deep Learning

1. Neural Network from scratch
2. Face keypoint detection
3. Attention mechanism

• Blog about Atttention mechanism: in this article I explain brifly the attention mechanism in RNN.

Optimization in Data Science

1. Cluster median problem as optimization problem in Ampl
2. Support Vector Machine - from scratch

Machine/Statistical learning

1. K-Nearest-Neighbor Regression

2. Ridge Regression

3. Lasso estimation in multiple linear regression

4. ROC

5. Local Poisson bandwidth choosing

6. Smoothing and Regression Splines

7. Generalized Additive Models

8. Regression Tree

9. Convolutional Neural Network and Convolutional Autoencoder

10. Eigenface from chambers photos

Time Series

• ARIMAX model

Check it out, web Github