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rnn-lstm

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Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.

  • Updated May 21, 2021
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Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

  • Updated Apr 10, 2023
  • Jupyter Notebook

In this project we will be building a model capable of generating notes and chords after learning from the dataset of songs we provide to our recurrent neural network and create songs. Before we start, let us recall few of the basic concepts and terminologies we will be using in this project and add to that knowledge the concepts required to suc…

  • Updated Feb 21, 2023
  • Jupyter Notebook

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