Mostafa-M-Rezaee
Data Science Ph.D. candidate | Research Assistant
Bowling Green State UniversityToledo, Ohio, USA
Pinned Repositories
IoT-and-Digital-Twins
This repository is dedicated to our IoT and Digital Twins research. Here, we collaborate on developing innovative solutions and publish scientific findings to advance the field.
A_tool_to_convert_fasta_to_fastq
Upload your fasta file and receive its fastq format.
A_tool_to_convert_ipynb_to_HTML_in_Colab
Using this tool you can convert your work in Colab to HTML and submit it as a report.
Advance_Mechatronics
MECH 6741: Mechatronics course (Master's level)
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Hyperopt_FashionMNIST
# Bayesian Optimization In this example a bayesian framework is defined to tune hyperparameter of a CNN using hyperopt library developed https://github.com/hyperopt Bayesian optimization is a seuential model-based approach to solving problems. In particular, we prescribe a prior belief over the possible objective functions and then sequentially refine this model as data are observed via our updated beliefs-given data-on the likely ojective function we are optimizing. https://www.cs.ox.ac.uk/people/nando.defreitas/publications/BayesOptLoop.pdf This blog summarises bayesian optimization very thoroughly. https://medium.com/vantageai/bringing-back-the-time-spent-on-hyperparameter-tuning-with-bayesian-optimisation-2e21a3198afb The CNN is used to model fashion MNIST dataset.
IntegratedREFINED
In this repository the code that ensemble different REFINED approaches is provided.
Mostafa-M-Rezaee
About me
REFINED
This repository is made to share the REFINED (Representation of Features as Images with NEighborhood Dependencies)
Time_Series_Analysis
Models: AR - MA - ARMA - ARIMA - SARIMA - LSTM
Mostafa-M-Rezaee's Repositories
Mostafa-M-Rezaee/Mostafa-M-Rezaee
About me
Mostafa-M-Rezaee/A_tool_to_convert_ipynb_to_HTML_in_Colab
Using this tool you can convert your work in Colab to HTML and submit it as a report.
Mostafa-M-Rezaee/IntegratedREFINED
In this repository the code that ensemble different REFINED approaches is provided.
Mostafa-M-Rezaee/A_tool_to_convert_fasta_to_fastq
Upload your fasta file and receive its fastq format.
Mostafa-M-Rezaee/Advance_Mechatronics
MECH 6741: Mechatronics course (Master's level)
Mostafa-M-Rezaee/Large-language-model-hub
A curated collection of interesting applications, repos, and tutorials using large language models (LLM) like GPT-3
Mostafa-M-Rezaee/Time_Series_Analysis
Models: AR - MA - ARMA - ARIMA - SARIMA - LSTM
Mostafa-M-Rezaee/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Mostafa-M-Rezaee/bert
TensorFlow code and pre-trained models for BERT
Mostafa-M-Rezaee/BERT-related-papers
BERT-related papers
Mostafa-M-Rezaee/computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
Mostafa-M-Rezaee/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Mostafa-M-Rezaee/DDPM-Pytorch_Iman
Mostafa-M-Rezaee/educational
Mostafa-M-Rezaee/FORTRAN_Tutorial
FORTRAN Tutorial
Mostafa-M-Rezaee/Handle-imbalanced-data
Get familiar with various techniques to handle the imbalanced class.
Mostafa-M-Rezaee/Image_Processing
Image Processing
Mostafa-M-Rezaee/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Mostafa-M-Rezaee/Learn_Python_codes
Mostafa-M-Rezaee/Links_collection
Becoming better at data science every day
Mostafa-M-Rezaee/Linux_HandBook_Bioinformatics
A Linux Shell Handbook for Bioinformatician
Mostafa-M-Rezaee/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
Mostafa-M-Rezaee/mpi4py
Examples of Message Passing Interface in Python using MPI4PY
Mostafa-M-Rezaee/nlp_paper_summaries
✍️ A carefully curated list of NLP paper summaries
Mostafa-M-Rezaee/NLTK__Natural_Language_Toolkit
NLTK (Natural Language Toolkit )
Mostafa-M-Rezaee/pandas_by_examples
A compendium of useful, interesting, inspirational usage of pandas functions, each example will be an ipynb file
Mostafa-M-Rezaee/rag-from-scratch
Mostafa-M-Rezaee/Sandwich_Structures
Impact test of Sandwich Structures
Mostafa-M-Rezaee/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Mostafa-M-Rezaee/water-forecast
Machine learning models applied to water demand forecasting in the City of London.