bghojogh

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Benyamin Ghojogh bghojogh

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Fields: machine learning, deep learning, dimensionality reduction, computer vision, data visualization, etc.

106 followers · 10 following

https://scholar.google.com/citations?user=U8qAL-0AAAAJ&hl=en

Achievements

Achievements

bghojogh/README.md

Hi, I'm Benyamin 👋

An engineer and researcher in the field of machine learning!

My Profiles:

My Tutorials:

👨‍💻 My textbook "Elements of Dimensionality Reduction and Manifold Learning" is available at: Springer & Amazon & Google books
👨‍💻 My textbook "Elements of Deep Learning" is available at: Springer & Amazon & Google books
👨‍💻 My tutorials are available at: arXiv tutorials

My Patents:

System and method for mapping molecules into interfaces:
- US patent (granted):
- PCT international patent application:
- Chinese patent application:
  - https://patents.google.com/patent/CN122580701A/en
- Taiwanese patent application:
- Korean patent application:
  - https://app.dimensions.ai/details/patent/KR-20260121975-A
  - https://app.dimensions.ai/downloads/patents?ucid=KR-20260121975-A

My Main Programming Language:

Python

Other Languages I Have Worked With:

Machine Learning & Computer Vision Tools:

Deep Learning Tools:

Coding Tools:

Writing Tools:

LaTex

Statistics and Activity of my GitHub:

Pinned Loading

Fisher-Triplet-Contrastive-Loss Fisher-Triplet-Contrastive-Loss Public

The code for Fisher Discriminant Triplet (FDT) and Fisher Discriminant Contrastive (FDC) loss functions

Python 9 2
Fuzzy-Investment-Counselor Fuzzy-Investment-Counselor Public

The code for Fuzzy Investment Counselor (FIC) and Markowitz portfolio theory for stock investment

Python 14 7
Principal-Component-Analysis Principal-Component-Analysis Public

The code for Principal Component Analysis (PCA), dual PCA, Kernel PCA, Supervised PCA (SPCA), dual SPCA, and Kernel SPCA

Python 31 9
Generative-LLE Generative-LLE Public

The code for Generative Locally Linear Embedding (GLLE).

Python 14 2
Haze-Removal-Dark-Channel-Prior Haze-Removal-Dark-Channel-Prior Public

The code for haze removal using dark channel prior, which was a part of the self-driving car project

Python 18 9
DNMPC-Platooning DNMPC-Platooning Public

The code for the project Distributed Nonlinear Model Predictive Control (DNMPC) for vehicle platooning

MATLAB 53 13