GitHub

smiles-encoder: One-hot encoding for simple molecular-input line-entry system (SMILES) strings

smiles-encoder is a Python package used to generate one-hot vectors representing SMILES strings (each string element is a one-hot vector). To contribute to smiles-encoder, make a pull request.
Scientific Research Publishing

Thach, T.T. (2025) Forecasting Stock Market Indices Using Integration of Encoder, Decoder, and Attention Mechanism. Entropy, 27, Article 82.

ABSTRACT: This project aimed to assess the performance of attention extended LSTM and Gated Recurrent Unit models in stock price movement forecasting. The traditional models suffer from the challenges ...
IEEE

TDNet: Bidirectional LSTM Gated Triple-Decoder Network for Remote Sensing Change Detection

Abstract: Remote sensing change detection (CD) identifies land-use/land-cover changes by analyzing multitemporal imagery. Mainstream methods employ Siamese multilevel encoders and a single multilevel ...
IEEE

Evaluating a Word-Level LSTM Encoder–Decoder Model for English–Telugu Translation

Abstract: English-Telugu neural machine translation is a hard task, mostly because of the lack of parallel corpora and morphological drastically different languages. Although modern models are rapidly ...