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THE-NIKHIL07/
sentiment_model_Conv1D

Name: sentiment_model_Conv1D
Availability: InStock

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Conv1D Sentiment Analysis Model

This is a Keras Conv1D model trained on the IMDB movie review dataset for binary sentiment classification.

Labels: 0 = Negative, 1 = Positive
Preprocessing: TextVectorization layer included inside the model
Architecture: Embedding -> Conv1D -> GlobalMaxPooling -> Dense layers
Embeddings: Can use pretrained embeddings or trainable embeddings

Usage Example

python

from tensorflow.keras.models import load_model

model = load_model("sentiment_model.keras")
pred = model.predict(["This movie was amazing"])
print(pred)

This model was trained in Google Colab.

THE-NIKHIL07/sentiment_model_Conv1D

Conv1D Sentiment Analysis Model

Usage Example

THE-NIKHIL07/
sentiment_model_Conv1D