Shahrokh Shahi's repositories
FEM_Toolbox
A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid structures. The package including a graphical user interface (GUI) and visulization tools to fascilitate modeling and analyzing process. This toolbox can also be employed for educational purposes.
SimplexTableau_Toolbox
An implementation of the Simplex Tableau algorithm for solving linear programming (LP) problems.
DataAndVisualAnalytics
This repository includes all codes & projects that I developed during CSE 6242 at Georgia Tech
Intro_to_ESN
This repository includes a simple implementation of Echo State Networks (ESNs)
StructuralAnalysis_ProgrammingProject
This is a complete MATLAB project, designed for engineering students (e.g. ME, CEE, AE, etc.), to learn and internalize numerical approaches employed for analysis mechanical structures. This project includes a complete (~15 pages) description and instructions for implementation, the skeleton files, and input file examples. The solution and an auto-grader code to automatically evaluate the students submissions are also available upon request.
StructuralAnalysis_SampleCodes
A set of MATLAB sample codes to help engineering students (e.g. ME, CEE, AE, etc.), to learn and internalize numerical techniques for anaylizing mechanical structures, including trusses, beams, frames, etc.
DeepLearning_ComputerVision
A collection of convolutional neural network models for various computer vision tasks
DeepLearning_SequenceModels
A collection of step-by-step deep learning solutions for sequence modeling and time series analysis tasks.
100-Days-Of-ML-Code
100 Days of ML Coding
al-folio-tests
A beautiful, simple, clean, and responsive Jekyll theme for academics
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-github-profile-readme
😎 A curated list of awesome GitHub Profile READMEs 📝
ClusteringAlgorithms
A set of MATLAB codes implementing clustering algorithms
Constrained_Optimization_Toolbox
A toolbox for visualizing the graphical approach in solving 2D constrained optimization problems.
deeplearning.ai_TF_Dev
TF Developer Specialization | Deeplearning.ai | Four-course
deeplearning.ai_TF_Dev_Advanced
Public facing repo for TensorFlow Advanced Techniques specialization
facebook-scraper
Scrape Facebook public pages without an API key
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Golden_Section_Toolbox
This toolbox provides an interactive visualization of the Golden Section Search (GSS) optimization approach.
Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
PolygonFit_Optimization_Demo
An interactive (and extremely efficient) demo toolbox solving an interesting, yet challenging, constrained optimization problem.
Python
All Algorithms implemented in Python
SharePoint
A public repository to use as a sharepoint for my public files
System-Design
System Design Bytes for Software Enthusiasts❤️. How is modern software designed? 🤔 Some design-level considerations for scalability, maintainability eventual consistency, availability & reliability. 👨💻 Interview Prep. 👨💻
VGG16-In-Keras
Implementation of VGG16 architecture in Keras