sequence-classification 开源项目推荐（88 个）

HadoopIt /rnn-nlu

用于序列分类和序列标注的循环神经网络的 TensorFlow 实现

4AI /LS-LLaMA

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

eric9n /Kun-peng

Kun-peng：一款超高速、低内存占用且准确的分类分类器，适用于所有人

napsternxg /DeepSequenceClassification

Deep neural network based model for sequence to sequence classification

luozhouyang /transformers-keras

在 tensorflow 2.x（使用 keras）中实现的基于 Transformer 的模型。

eonu /sequentia

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

p208p2002 /taipei-QA-BERT

台北QA問答機器人(使用BERT、ALBERT)

daspartho /predict-subreddit

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

jacobkrantz /Simple-HOHMM

High Order Hidden Markov Model for accurate sequence classification.

inbalpaz /CLANS

CLANS_2 is a Python-based program for clustering sequences in the 2D or 3D space, based on their sequence similarities. CLANS visualizes the dynamic clustering process and enables the user to interactively control it and explore the cluster map in various ways.

aajanki /sequence-classification

Scikit-learn compatible sequence classifier

nphdang /Sqn2Vec

Unsupervised Sequence Embedding via Sequential Patterns

QData /FastSK

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

Felix-au /Fragmented-Firewall

A stateful AI Intrusion Prevention System (IPS) that reassembles TCP packet fragments in sequence order and uses PyTorch deep learning models (LSTM/Transformer) to dynamically block distributed malware payloads at the gateway. Built with FastAPI and React.

Rishabbh-Sahu /intent_and_slot_classification

One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.

tobiasfshr /online-handwritten-character-recognition-capacitive-sensors

Evaluation of different machine learning models on the task of online handwritten character recognition

nf-core /phyloplace

nf-core/phyloplace is a bioinformatics best-practice analysis pipeline that performs phylogenetic placement with EPA-NG.

rafaelpierre /bullet

bullet: A Zero-Shot / Few-Shot Learning, LLM Based, text classification framework

woo-chia-wei /kinect-sequence-classification

Machine learning using RNN LSTM with Keras on UTD-MHAD Kinect dataset.

pha123661 /NTU-2022Fall-ADL

Applied Deep Learning 深度學習之應用 by Vivian Chen 陳縕儂 at NTU CSIE