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1. Natural-Language-Processing Natural-Language-Processing Public

   Given Amazon Reviews Dataset, 4 models are established here (RNN, LSTM, GRU, BILSTM) to predict custormers' rankings from given review, the best of which is further improved with attention; Besides…

   Python 3

2. Information-Retrieval Information-Retrieval Public

   Given a set of Amazon Reviews, the task is to find all the similar reviews & reviewerIDs in the Amazon Reviews, and to find similar reviews in the database to any new input review.

   Python

3. Variational-Autoencoder Variational-Autoencoder Public

   The Convolutional AutoEncoder (CAE) and Variational AutoEncoder (VAE) are created here, to reconstruct images for the UT Zappos50K Dataset.

   Python

4. Generative-Adversarial-Network Generative-Adversarial-Network Public

   The Generative Adversarial Network (GAN) is established and trained here for the UT Zappos50K.

   Python

5. SVM-CNN SVM-CNN Public

   Established different SVM (Pegasos v.s Adagrad) from scratch, and compared their merits and demerits. On top of this, built multi-class SVM (one-versus-one) & CNN, and compared their performance.

   Python

6. muzic muzic Public

   Forked from microsoft/muzic

   Muzic: Music Understanding and Generation with Artificial Intelligence

   Python