HadoopIt/rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

Language: Python - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 483 - Forks: 172

4AI/LS-LLaMA

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

Language: Python - Size: 3.54 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 154 - Forks: 25

eric9n/Kun-peng

Kun-peng: an ultra-fast, low-memory footprint and accurate taxonomy classifier for all

Language: Rust - Size: 3.11 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 123 - Forks: 11

napsternxg/DeepSequenceClassification

Deep neural network based model for sequence to sequence classification

Language: Python - Size: 34.2 KB - Last synced at: 19 days ago - Pushed at: over 7 years ago - Stars: 77 - Forks: 20

luozhouyang/transformers-keras

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

Language: Python - Size: 696 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 75 - Forks: 13

eonu/sequentia

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

Language: Python - Size: 43.7 MB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 63 - Forks: 9

p208p2002/taipei-QA-BERT

台北QA問答機器人(使用BERT、ALBERT)

Language: Python - Size: 42 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 23

daspartho/predict-subreddit

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

Language: Jupyter Notebook - Size: 816 KB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 32 - Forks: 6

aajanki/sequence-classification

Scikit-learn compatible sequence classifier

Language: Python - Size: 28.3 KB - Last synced at: 19 days ago - Pushed at: about 7 years ago - Stars: 23 - Forks: 3

QData/FastSK

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

Language: Python - Size: 114 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 9

jacobkrantz/Simple-HOHMM

High Order Hidden Markov Model for accurate sequence classification.

Language: Python - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 21 - Forks: 5

nphdang/Sqn2Vec

Unsupervised Sequence Embedding via Sequential Patterns

Language: Python - Size: 3.2 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 5

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.

Language: Python - Size: 131 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 16 - Forks: 2

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

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

Language: Python - Size: 155 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 4

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.

Language: Python - Size: 32.1 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 1

alsora/tensorflow-nlp

Text Classification and NLP in Tensorflow

Language: Python - Size: 15.6 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 10 - Forks: 5

zellerlab/stag

A hierarchical taxonomic classifier for metagenomic sequences

Language: Python - Size: 554 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 8 - Forks: 2

glarue/intronIC

Retrieve annotated intron sequences and classify them as minor (U12-type) or major (U2-type) using a support vector-machine model.

Language: Python - Size: 34.1 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

kryvokhyzha/how-to-understand-bert

In this repository, I have collected different sources, visualizations, and code examples of BERT

Language: Jupyter Notebook - Size: 6.87 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 2

nf-core/phyloplace

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

Language: Nextflow - Size: 3.38 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 4

muditchaudhary/CUHK-DSTC9

Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation

Language: Python - Size: 22.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

woo-chia-wei/kinect-sequence-classification

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

Language: Jupyter Notebook - Size: 136 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 9

dikshant2210/UCF101-Classification

Analyze and classify videos in the UCF101 dataset

Language: Jupyter Notebook - Size: 65.4 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 2

WaqarHusain/sAMP-PFPDeep

A model for predicting short antimicrobial peptides (length <=30 residues) using multiple features and deep learning approaches

Language: Python - Size: 102 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 0

andrewli77/DISC

This repository contains an implementation of DISC, an algorithm for learning DFAs for multiclass sequence classification.

Language: Python - Size: 1.09 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

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.

Language: Python - Size: 2.13 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

Jokoe66/TianchiTrafficEstimation

基于车载图像序列的路况分析

Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

AstraBert/saccharomyces-pythia

Saccharomyces cerevisiae information, gene calling and ORF identification assistant

Language: Python - Size: 9.9 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

RU-Automated-Reasoning-Group/dPads

NeurIPS'21 Differentiable Program Synthesis

Language: Python - Size: 146 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2

janmejaybhoi/Sequential-Sentence-Classification-in-Medical-Abstracts

Implemented a Research paper "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. Use Hybrid Embedding (char + token + positional).

Language: Jupyter Notebook - Size: 739 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

dannylee1020/music-genre-classification

music genre classification using 2D CNN, 1D CNN - LSTM and Librosa

Language: Python - Size: 33.7 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

vineetk1/sequence-tagging

Sequence-tagging using deep learning

Language: Python - Size: 237 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

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).

Language: Python - Size: 41 KB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Jannik-Hoffmann/Manual-Coding-Validation-App

Streamlit-based web application designed to assist researchers in validating automated coding results through manual review and comparison. This tool provides an intuitive interface for reviewing coded data, adjusting labels, and analyzing the accuracy of automated coding processes.

Language: Python - Size: 4.21 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Devorein/SemEval-2023-Task-10-EDOS

Submission for SemEval 2023 Task 10 EDOS

Language: Python - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

naivenlp/rapidnlp-datasets

Data pipelines for both TensorFlow and PyTorch!

Language: Python - Size: 117 KB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

biowdl/sequence-classification

A workflow for processing metagenomics data sets using Centrifuge. Category:Single-Sample

Language: wdl - Size: 6.78 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

mmaguero/textcat-josa

Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine learning algorithms.

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

mrbungie/kinect-gesture-serialization

Encode and decode hand movements using C# and Kinect. Based on K-means and Hidden Markov Models.

Language: C# - Size: 2.05 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

zakimjz/VOGUE

VOGUE: Variable Order HMM with Duration

Language: Python - Size: 1.65 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

pmiara/Sequence-Classification

Language: Python - Size: 6.73 MB - Last synced at: 10 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

IBCHgenomic/readanalyzer

readanalyzer for miseq, nextseq, novase and longreads

Language: Rust - Size: 3.18 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

sciencegenome/genome-longread-count

datastructure rustlang faster iteration for genome, short and long reads

Language: Rust - Size: 7.38 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

abisliouk/IE678-DeepLearning-Assignments

This is a repository with the assignments of IE678 Deep Learning course at University of Mannheim.

Language: Jupyter Notebook - Size: 25 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

christinacdl/Climate_Activism_Stance_and_Hate_Event_Detection_CASE_2024

Developed system for the "Climate Activism Stance and Hate Event Detection" Shared Task at CASE 2024

Language: Python - Size: 46.9 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

deepakpandita57/Intent_Detection

Predict intent from user queries

Language: Jupyter Notebook - Size: 276 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ToineSayan/sequence-classification-with-bert

A useful repository for calculating classification baselines using Bert

Language: Python - Size: 76.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tm4roon/bert-regressor

Implementation of BERT for sequence classification with Hugging face's transformers.

Language: Python - Size: 649 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

abmami/Fine-tuning-CamemBERT-for-Keyword-Extraction

Fine-tuning CamemBERT for French keywords extraction on custom dataset.

Language: Jupyter Notebook - Size: 8.28 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

instabaines/GoEmotions

Multilabel Text Sequence Classification

Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ritvik-chebolu/Sentiment-Analysis-App

This web based application takes a user input and shows the sentiment and polarity scores of the user's input.

Language: Python - Size: 23.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

MisterXY89/finbervis

A visual debugging tool for fine-tuned BERT models for (multilabel) sequence classification tasks

Language: Python - Size: 215 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Nicolas-le/antisemitism-detector

This is the repository to my bachelor's thesis. The aim was to classify antisemitic comments. A custom dataset was created with the 4chan API and labeled. Different DistilBERT models for sequence-classification were trained and compared. A case study was then conducted.

Language: Python - Size: 37.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

amoazeni75/sequence-classification-movie-reviews

In this project we are going to create a network to predict a category for the sequence.

Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0