Projects in Awesome Lists tagged with sequence-to-sequence-models
A curated list of projects in awesome lists tagged with sequence-to-sequence-models .
https://github.com/awslabs/sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
attention-is-all-you-need attention-mechanism attention-model deep-learning deep-neural-networks encoder-decoder machine-learning machine-translation neural-machine-translation pytorch seq2seq sequence-to-sequence sequence-to-sequence-models sockeye transformer transformer-architecture transformer-network translation
Last synced: 14 May 2025
https://github.com/sayamalt/english-to-french-language-translation-using-seq2seq-modeling
Established a deep learning model which can translate English words/sentences into their corresponding French translations.
natural-language-processing neural-machine-translation sequence-to-sequence-models
Last synced: 19 Feb 2025
https://github.com/sayamalt/abstractive-text-summarization-of-news-articles
Successfully developed an encoder-decoder based sequence to sequence (Seq2Seq) model which can summarize the entire text of an Indian news summary into a short paragraph with limited number of words.
attention-is-all-you-need attention-mechanism lstm-neural-networks natural-language-processing sequence-to-sequence-models text-generation text-preprocessing
Last synced: 19 Feb 2025
https://github.com/sayamalt/english-to-german-translation-using-seq2seq
Successfully established a neural machine translation model using sequence to sequence modeling which can successfully translate English sentences to their corresponding German translations.
natural-language-processing neural-language-translation sequence-to-sequence-models text-generation-using-lstm text-preprocessing
Last synced: 19 Feb 2025
https://github.com/razamehar/sentiment-analysis-using-deep-learning---machine-learning
Sentiment analysis on the IMDB dataset using Bag of Words models (Unigram, Bigram, Trigram, Bigram with TF-IDF) and Sequence to Sequence models (one-hot vectors, word embeddings, pretrained embeddings like GloVe, and transformers with positional embeddings).
bag-of-words glove-embeddings imdb-dataset multinomial-naive-bayes one-hot-encoded-vectors python sentiment-analysis sequence-to-sequence-models tensorflow term-frequency-inverse-document-frequency tf-idf-vectorizer transformer-architecture word-embeddings
Last synced: 18 Mar 2025
