Pinned Repositories
Keras-neural-network-Multiclass-Classification
wrape Keras model as part of evaluating model performance in scikit-learn. -use Keras neural network models with scikit-learn.- neural network using Keras for multiclass classification,- evaluate a Keras neural network model using scikit-learn with k-fold cross validation.
FBI-Data_Analysis-Project
NanoDegree Data analysis Project.The data comes from the FBI's National Instant Criminal Background Check System. The NICS is used by to determine whether a prospective buyer is eligible to buy firearms or explosives. Gun shops call into this system to ensure that each customer does not have a criminal record or isn’t otherwise ineligible to make a purchase. The data has been supplemented with state level data from census.gov. _The NICS data is found in one sheet of an .xlsx file. It contains the number of firearm checks by month, state, and type. _The U.S. census data is found in a .csv file. It contains several variables at the state level. Most variables just have one data point per state (2016), but a few have data for more than one year
COVID-19-Andriod-App
Android application to work on statistics and medical advice to reduce the spread of the epidemic [COVID-19], using the Java programming language, Android Studio tools ...
Keras-tf-Neural-Network-binary-classification-Sonar
- Using Keras library with TensorFlow backend, three Multilayer perceptron models were built and evaluated using KFold cross validation. - experiments adjusting the network topology to lift model performance.
Neural-Network-Binary-Classification-Project
Solve binary classification problem Using > Neural network < with RELU activation method, imported form kaggle and edited with some Configuration.
object-detection-with-CNN
fashion clothes detection using cnn by tensorflow,keras,.32 fliters first then 64 then128
ML-Linear-Algebra-Statistics-Hands-on
A to Z Math tools , linear Algebra, Statistics, matrics... etc
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
AhmedHefnawy
My personal repository
Awesome-Remote-Sensing-Foundation-Models
AhmedHefnawy's Repositories
AhmedHefnawy/Keras-neural-network-Multiclass-Classification
wrape Keras model as part of evaluating model performance in scikit-learn. -use Keras neural network models with scikit-learn.- neural network using Keras for multiclass classification,- evaluate a Keras neural network model using scikit-learn with k-fold cross validation.
AhmedHefnawy/FBI-Data_Analysis-Project
NanoDegree Data analysis Project.The data comes from the FBI's National Instant Criminal Background Check System. The NICS is used by to determine whether a prospective buyer is eligible to buy firearms or explosives. Gun shops call into this system to ensure that each customer does not have a criminal record or isn’t otherwise ineligible to make a purchase. The data has been supplemented with state level data from census.gov. _The NICS data is found in one sheet of an .xlsx file. It contains the number of firearm checks by month, state, and type. _The U.S. census data is found in a .csv file. It contains several variables at the state level. Most variables just have one data point per state (2016), but a few have data for more than one year
AhmedHefnawy/ML-Linear-Algebra-Statistics-Hands-on
A to Z Math tools , linear Algebra, Statistics, matrics... etc
AhmedHefnawy/segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
AhmedHefnawy/AhmedHefnawy
My personal repository
AhmedHefnawy/Awesome-Remote-Sensing-Foundation-Models
AhmedHefnawy/ChatDev
Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)
AhmedHefnawy/Communicate-Data-Findings
AhmedHefnawy/COVID-19-Andriod-App
Android application to work on statistics and medical advice to reduce the spread of the epidemic [COVID-19], using the Java programming language, Android Studio tools ...
AhmedHefnawy/DataMinning
AhmedHefnawy/DeepWorks
A collection of Deep Learning projects and resources
AhmedHefnawy/graph-rag
Graph based retrieval + GenAI = Better RAG in production
AhmedHefnawy/graph_maker
AhmedHefnawy/Hands-On-Graph-Neural-Networks-Using-Python
Hands-On Graph Neural Networks Using Python, published by Packt
AhmedHefnawy/Hyperparameter-tuning-for-CNN
Tuning CNN Hyperparmeterts - Batch size - Number of epochs - learning rate - Dropout Regularization rate% - using Gridsearch with sk-learn,keras,tf to detect optimal hyperparameters for object detection problem in MNISt fashion dataset.
AhmedHefnawy/Keras-tf-Neural-Network-binary-classification-Sonar
- Using Keras library with TensorFlow backend, three Multilayer perceptron models were built and evaluated using KFold cross validation. - experiments adjusting the network topology to lift model performance.
AhmedHefnawy/LLM-Finetuning
LLM Finetuning with peft
AhmedHefnawy/Neural-Network-Binary-Classification-Project
Solve binary classification problem Using > Neural network < with RELU activation method, imported form kaggle and edited with some Configuration.
AhmedHefnawy/object-detection-with-CNN
fashion clothes detection using cnn by tensorflow,keras,.32 fliters first then 64 then128
AhmedHefnawy/Open3D-ML
An extension of Open3D to address 3D Machine Learning tasks
AhmedHefnawy/pdfGPT
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
AhmedHefnawy/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
AhmedHefnawy/PyMuPDF
PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.
AhmedHefnawy/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
AhmedHefnawy/segment-anything-eo
Earth observation tools for Meta AI Segment Anything
AhmedHefnawy/Sentiment-analysis-with-RNN
text classification using RNN with BBC news dataset with simplr RNN model.
AhmedHefnawy/taipy
Turns Data and AI algorithms into production-ready web applications in no time.
AhmedHefnawy/Time-Series-using-RNN-LSTM-neural-network
create an LSTM with a time step formulation of the time series problem, create an LSTM with state and stacked LSTMs with state to learn long sequences.
AhmedHefnawy/Tracking-Anything-with-DEVA
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
AhmedHefnawy/yolov10
YOLOv10: Real-Time End-to-End Object Detection