Search Results for "multiple sequence alignment"

“DSL KeyPad” is a utility written on AutoHotkey 2.0, designed for inputting a wide range of characters using hotkeys and auxiliary functions. Its primary focus is on enhancing input capabilities for Latin and Cyrillic scripts, allowing typing in multiple languages without the need for separate keyboard layouts for each language. Requires common QWERTY (English US)/ЙЦУКЕН (Russian) keyboard layouts. More than 6,300 Unicode characters are available. Additionaly, it supports typing on the...

Unsupervised Machine Translation is a research repository that implements both phrase-based SMT and neural MT approaches for translation without parallel corpora. The neural component supports multiple architectures—seq2seq, biLSTM with attention, and Transformer—and allows extensive parameter sharing across languages to improve data efficiency. Training relies on denoising auto-encoding and back-translation, with on-the-fly, multithreaded generation of synthetic parallel data to continually refresh supervision signals. The project also provides scripts to fetch and preprocess monolingual data, learn BPE codes, and train cross-lingual embeddings that bootstrap unsupervised alignment between languages. ...