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/REFINED
This repository is made to share the REFINED (Representation of Features as Images with NEighborhood Dependencies)
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/jupyter
Repository containing Jupyter Notebooks for most of the blog posts on my blog. For example, there are data visualization, data manipulation, and data analysis code examples in the Notebooks
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/Sandwich_Structures
Impact test of Sandwich Structures
Mostafa-M-Rezaee/water-forecast
Machine learning models applied to water demand forecasting in the City of London.