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POCs

This folder is divided into several sub folder catering to different kinds of deep learning implementations for various use cases.

It has POCs for:

Images

Natural Language Processing

Natural Language Generation

Optimized Stock Predictions

Voice classifiers

Voice to text using Deepspeech

Generative Adversatial Networks

Custom Natural entity recognition

It includes variety of model implementations using:

CNNs

LSTMs

BiDirectional LSTMs

ANNs

TimeDistributed

For most the dataset has been provided within the repo so that it is easy to refer and use the code and understand the flow.