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artificial-neural-network
ShahadAljohani/artificial-neural-network
artificial-neural-network is a machine learning model from ShahadAljohani. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras.
This project implements an Artificial Neural Network (ANN) using TensorFlow/Keras for binary classification.
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At a glance
- Library
- keras
- Access
- Public
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026
- SHA
- 0c0c2bdd
Model card
From the Hugging Face model README
Simple ANN Binary Classification Model
Overview
This project implements an Artificial Neural Network (ANN) using TensorFlow/Keras for binary classification.
Model Architecture
- Input features: 2
- Hidden layers:
- Dense layer (6 neurons, ReLU)
- Dense layer (6 neurons, ReLU)
- Output:
- Dense layer (1 neuron, Sigmoid)
Training
- Optimizer: Adam
- Loss: Binary Crossentropy
- Epochs: 100
- Batch size: 32
Files
- simpleArtificialNeuralNetworkTraining.py: Model training
- evaluation.py: Model evaluation
- inference.py: Prediction script
- model.keras: Trained model
- Library
- keras
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026