Projects in Awesome Lists tagged with model-architecture-and-implementation
A curated list of projects in awesome lists tagged with model-architecture-and-implementation .
https://github.com/sayamalt/symptoms-disease-text-classification
Successfully developed a fine-tuned BERT transformer model which can accurately classify symptoms to their corresponding diseases upto an accuracy of 89%.
bert-fine-tuning data-exploration-and-preprocessing exploratory-data-analysis fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing text-classification text-preprocessing text-tokenization
Last synced: 19 Feb 2025
https://github.com/sayamalt/english-to-spanish-language-translation-using-seq2seq-and-attention
Successfully established a Seq2Seq with attention model which can perform English to Spanish language translation up to an accuracy of almost 97%.
attention-is-all-you-need attention-model bert-transformer exploratory-data-analysis fine-tuning-bert hugging-face-transformers language-translation luong-attention model-architecture-and-implementation model-inference model-training-and-evaluation natural-language-processing neural-machine-translation seq2seq-modeling text-generation text-preprocessing text-tokenization
Last synced: 19 Feb 2025
https://github.com/sayamalt/financial-news-sentiment-analysis
Successfully developed a fine-tuned DistilBERT transformer model which can accurately predict the overall sentiment of a piece of financial news up to an accuracy of nearly 81.5%.
data-exploration-and-preprocessing distilbert-model fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing sentiment-analysis text-preprocessing text-tokenization
Last synced: 19 Feb 2025
https://github.com/sayamalt/global-news-headlines-text-summarization
Successfully established a text summarization model using Seq2Seq modeling with Luong Attention, which can give a short and concise summary of the global news headlines.
attention-mechanism data-exploration-and-preprocessing luong-attention model-architecture-and-implementation model-inference natural-language-processing seq2seq-model text-generation text-summarization text-tokenization
Last synced: 19 Feb 2025