Welcome to my portfolio page, where I showcase my passion for coding and machine learning. As a dedicated programmer and problem solver, I have developed a wide range of algorithms and programs that reflect my skill and experience in the field. Whether it's developing complex models for predictive analytics or building custom solutions for data analysis, I take pride in my ability to create innovative solutions that meet the needs of my clients. Browse through my portfolio to explore my work, and feel free to get in touch with me to discuss any potential projects or collaborations.

GB-DNNR

Gradient Boosted - Deep Neural Network Regression.


GB-DNNR is the Python library for working with Gradient Boosted - Deep Neural Network Regression (GBDNNR).


Authors

Saman .E Gonzalo .MM

MT-GB

Multi-Task Gradient Boosting


The provided algorithm contains an implementation of the Multi-Task Gradient Boosting (MT-GB) algorithm, which extends the popular Gradient Boosting method for both classification and regression problems.


Authors

Saman .E Carlos .RP Gonzalo .MM

GB-CNN

A Gradient Boosting Approach for Training Convolutional and Deep Neural Networks


GB-CNN is the python library for working with Gradient Boosted - Convolutional Neural Networks (GB-CNN) and Gradient Boosted Deep Neural Networks (GB-DNN).

  1. GB-CNN is designed to implement the Gradient Boosted Convolutional layers for the image datasets.
  2. GB-DNN is designed to implement the Gradient Boosted Dense layers for the big dimension tabular datasets.


Authors

Saman .E Gonzalo .MM

GBNN

Gradient Boosted Neural Network


GBNN is a python library for dealing with classification (Binary and multi-class) and regression problems.


Authors

Saman .E Gonzalo .MM

C-GB

Condensed-Gradient Boosting.


Gradient Boosting Machine is a machine learning model for classification and regression problems. In the following, we present a Condensed Gradient Boosting model that works well for multiclass multi-output regression with high precision and speed.


Authors

Saman .E Gonzalo .MM