What you will find insider this repository:
- RNNs implementation.
- GRU and LSTM implementation.
- Sequence Classification: Many-to-one Network.
- Forecasting: Many-to-Many Network.
- Text Generation: One-To-Many Network.
- Speech Tagging.
- Translation System.
- Translation System using sentence piece.
- Text Classification using 1d convolutions.
- Attention Mechanism Implementation.
- Transformers' Encoder Implementation for text classification.