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1. Linear-Algebra-Review-For-Machine-Learning Linear-Algebra-Review-For-Machine-Learning Public

   A review of Linear Algebra in Persian (Based on the Machine Learning course, CS229, offered by Stanford)

   24

2. Audio-Signal-Processing-and-Feature-Extraction Audio-Signal-Processing-and-Feature-Extraction Public

   Feature extraction from audio signal (explained in Persian)

   Jupyter Notebook 12 1

3. LSTM-for-Sentiment-Analysis LSTM-for-Sentiment-Analysis Public

   In this notebook, I implemented a recurrent neural network (Long short-term memory) using PyTorch that performs sentiment analysis.

   Jupyter Notebook 6

4. DCGAN-for-face-generation DCGAN-for-face-generation Public

   Generate Faces Using Deep Convolutional Generative Adversarial Networks (DCGAN)

   Jupyter Notebook 6

5. Deploy-PyTorch-Model-using-SageMaker Deploy-PyTorch-Model-using-SageMaker Public

   Deploying a PyTorch model using AWS SageMaker

   Jupyter Notebook 5

6. Sentiment-Analysis-with-Neural-Network Sentiment-Analysis-with-Neural-Network Public

   Sentiment Classification of IMDB movie reviews

   Jupyter Notebook 2