prabinpanta0/celsius-to-fahrenheit

My Temperature Conversion Model

This model is a simple neural network that converts temperatures from Celsius to Fahrenheit.

Model Description

This model was created as a practice exercise for the course "Intro to TensorFlow for Deep Learning" from Udacity, given by TensorFlow. It was trained on a dataset of temperature values in Celsius and their corresponding values in Fahrenheit. The model uses a small neural network built with TensorFlow.

Usage

To use this model, you can load it with TensorFlow and make predictions as shown below:

import tensorflow as tf

model = tf.keras.models.load_model('celsius-to-fahrenheit')
prediction = model.predict([100.0])
print(f"Prediction for 100°C in Fahrenheit: {prediction[0][0]}")

Training

The model was trained using the following parameters:

• Optimizer: Adam
• Loss function: Mean Squared Error
• Epochs: 1000
• Batch size: 10

Metrics

The model was evaluated based on the Mean Squared Error loss during training.

Model Output

Datasets

The model was trained on the prabinpanta0/celsius-to-fahrenheit dataset.

License

This model is released under the MIT license.