Projects in Awesome Lists tagged with sequence-classification

https://github.com/4ai/ls-llama

A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning

conll2003 llama llama2 llms named-entity-recognition ontonotes sequence-classification token-classification

Last synced: 12 May 2025

https://github.com/napsternxg/deepsequenceclassification

Deep neural network based model for sequence to sequence classification

deep-neural-networks named-entity-recognition sequence-classification

Last synced: 22 Mar 2025

https://github.com/luozhouyang/transformers-keras

Transformer-based models implemented in tensorflow 2.x(using keras).

albert bert masked-language-models ner question-answering sequence-classification sequence-labeling simcse tensorflow-keras text-classification token-classification

Last synced: 28 Oct 2025

https://github.com/eonu/sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

classification-algorithms dtw dynamic-time-warping hidden-markov-models hmm k-nearest-neighbor-classifier knn machine-learning multivariate-timeseries python sequence-classification sequential-patterns time-series time-series-classification variable-length

Last synced: 09 Oct 2025

https://github.com/daspartho/predict-subreddit

NLP model that predicts subreddit based on the title of a post

deep-learning distilbert huggingface huggingface-datasets huggingface-spaces huggingface-transformers nlp praw reddit sequence-classification text-classification

Last synced: 12 Aug 2025

https://github.com/aajanki/sequence-classification

Scikit-learn compatible sequence classifier

machine-learning scikit-learn sequence-classification

Last synced: 25 Apr 2025

https://github.com/qdata/fastsk

Bioinformatics 2020: FastSK: Fast and Accurate Sequence Classification by making gkm-svm faster and scalable. https://fastsk.readthedocs.io/en/master/

cpp gkm-svm python-library sequence-classification string-classification string-kernel

Last synced: 01 May 2025

https://github.com/eonu/fsdd

Approximate Dynamic Time Warping (+kNN) and BiLSTM-RNN approaches to isolated word recognition on the Free Spoken Digit Dataset.

audio-classification dtw dynamic-time-warping free-spoken-digit-dataset fsdd k-nearest-neighbors knn long-short-term-memory lstm mel-frequency-cepstral-coefficients mfcc-features pytorch sequence-classification variable-length-data

Last synced: 09 May 2025

https://github.com/uni-creator/real-time-sign-language-recognition

This project implements an LSTM-based model for recognizing sign language gestures, specifically targeting actions like 'hello', 'thanks', 'nothing', and 'I love you'. Using PyTorch, it processes sequences of hand gestures, trains the model, and evaluates performance through confusion matrices and probabilities.

ai-for-accessibility asl-translator computer-vision deep-learning gesture-recognition lstm machine-learning python pytorch sequence-classification sign-language-recognition sign-language-translation

Last synced: 29 Oct 2025

https://github.com/astrabert/saccharomyces-pythia

Saccharomyces cerevisiae information, gene calling and ORF identification assistant

ai chatbot-application gene-calling generative-ai genomics gradio machine-learning model-organisms pilot-project proteogenomics research-assistant saccharomyces-cerevisiae sequence-classification

Last synced: 05 Mar 2025

https://github.com/md-emon-hasan/informatruth

Fine-tuned roberta-base classifier on the LIAR dataset. Aaccepts multiple input types text, URLs, and PDFs and outputs a prediction with a confidence score. It also leverages google/flan-t5-base to generate explanations and uses an Agentic AI with LangGraph to orchestrate agents for planning, retrieval, execution, fallback, and reasoning.

ai-webapp confidence-score document-classification end-to-end-ml-workflows fake-news-detection fine-tuning flan-t5 huggingface-transformers machine-learning misinformation-detection natural-language-processing news-analysis news-classification roberta sequence-classification text-analysis text-classification transformers truth-verification url-parser

Last synced: 11 Oct 2025

https://github.com/devorein/semeval-2023-task-10-edos

Submission for SemEval 2023 Task 10 EDOS

bert-fine-tuning huggingface-transformers pytorch sequence-classification sexism-detection

Last synced: 16 Dec 2025

https://github.com/v-ade-r/llm-finetuning-using-lora

Schematic Blueprint for Finetuning LLM (e.g. Qwen or Llama) for text classification using LORA. Output model can have original or modified head (e.g. for SequenceClassification).

llm llm-fine-tuning lora sequence-classification

Last synced: 31 Mar 2025