Seq2seq

Stock-Prediction-ModelsJupyter Notebook

A comprehensive collection of machine learning and deep learning models, trading agents, and simulations for stock market forecasting.

ChatbotPython

A TensorFlow implementation of a neural conversational model (seq2seq) for building deep learning chatbots.

Question Generation using hugstransformersJupyter Notebook

An open-source study on neural question generation using transformers, providing simplified training and inference pipelines.

Predict time seriesJupyter Notebook

A TensorFlow-based educational project for learning seq2seq RNNs through signal forecasting exercises.

Seq2seq-ChatbotPython

A minimal 200-line implementation of a sequence-to-sequence chatbot using TensorLayer and TensorFlow.

Neural Machine Translation Implementations

A curated list of open-source neural machine translation implementations across various deep learning frameworks.

Neural machine translation between the writings of Shakespeare and modern English using TensorFlowPython

Neural machine translation between Shakespearean and modern English using TensorFlow.

TGenPython

A statistical natural language generator for spoken dialogue systems, supporting both A*-search and seq2seq algorithms.