Text-classification-of-BBC-news-dataset

Application of NLP, word embedding, LSTM, PCA, TSNE.

Stars

8

Forks

5

Language

Jupyter Notebook

Last Updated

Apr 22, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 140 Word Embedding + LSTM + FC Mar 27, 2023
Jupyter Notebook 2 Tweet sentiment classification using NLP, BoW, LSTM, Word Embedding, and BERT. Mar 15, 2022
Jupyter Notebook 11 Tensorflow NLP, Thai Word Embedding Mar 04, 2021
Python 8 Development: Word Embedding utilities for Indonesian Language Models (NLP) Jan 25, 2022
Jupyter Notebook 9 NLP for classifying text. Using word Word2Vec word embedding and a neural net with bidirectional … Apr 05, 2022
Python 6 Word Embedding benchmark project By Shahid Beheshti University NLP Lab Apr 28, 2020
C++ 137 Distributed word embedding Apr 28, 2022
Python 18 Bengali Word Embedding Oct 08, 2020
Python 36 Bi LSTM Word Breaker Nov 12, 2021
Jupyter Notebook 5 Basic concepts which are used in NLP such as : Language model, Neural Language model, … Dec 31, 2022
HTML 2 Here we investigate the degradation of tSNE to PCA / MDS at large perplexity values Mar 24, 2021
JavaScript 596 Word Embedding Visual Inspector Mar 22, 2023
Jupyter Notebook 18 word embedding & sentiment classification Mar 24, 2023
Python 12 Indonesian word embedding evaluation Apr 08, 2023
Python 17 Word sense disambiguation using contextualized word embedding Nov 01, 2022
Jupyter Notebook 3 :relaxed: PCA、LDA、MDS、LLE、TSNE等降维算法的python实现 Mar 03, 2023
Jupyter Notebook 337 AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to … Apr 14, 2023
Python 13 nlp-hmm-word-cut Jun 10, 2022
Jupyter Notebook 11 Sentense word nlp autocomplete Oct 16, 2022
Python 9 The Word Embedding Database API May 13, 2022
Python 87 Embedding Quantization (Compress Word Embeddings) Apr 02, 2023
Python 22 Word embedding via tensor decomposition. Mar 14, 2023
Python 11 CogniVal: cognitive word embedding evaluation Mar 30, 2023
Python 2 Li-PCA Web Application Jul 25, 2023
Jupyter Notebook 3 Word level text generation using LSTM . Oct 13, 2021
Jupyter Notebook 2 Next Word Prediction Model Using LSTM May 29, 2023
JavaScript 2 The Web application for our NLP model using Bidirectional LSTM in Tensorflow/keras Oct 05, 2022
C 7 Character-enhanced Word Embedding (CWE) Model Aug 24, 2020
Python 96 Japanese text8 corpus for word embedding. Jul 17, 2022
Python 328 On the Dimensionality of Word Embedding Mar 21, 2023
C 33 Word Embedding Revisted: Explicit Matrix Factorization Mar 29, 2020
Jupyter Notebook 46 Designing a Word Predictive system using LSTM Oct 04, 2022
Jupyter Notebook 11 Using word embedding and LSTM to train a Neural Network to generate text mimicking style … Mar 31, 2022
Python 320 A demo code for topical word embedding Apr 07, 2023
Python 36 Clinical Concept Extraction with Contextual Word Embedding Mar 07, 2023
Jupyter Notebook 3 A simple and custom word embedding algorithm Jan 16, 2023
Jupyter Notebook 2 A word embedding analysis of Genius lyrics Dec 13, 2021
C++ 2 skip-gram word embedding model by C++ Nov 22, 2023
Python 2 A cross-lingual basic block embedding model using LSTM Jun 08, 2023
Python 2 NLP research code for word segmentation. Jan 10, 2019
Python 110 NLP pipeline using word2vec (preprocessing/embedding/prediction/clustering) Mar 31, 2023
Python 4 Robust Textual Embedding against Word-level Adversarial Attacks Jul 20, 2022
TeX 7 A Mini Review of Word Embedding in Morpho Apr 02, 2021
Python 111 Train Wikidata with word2vec for word embedding tasks Jul 25, 2022
C++ 118 Distributed skipgram mixture model for multisense word embedding Apr 28, 2022
None 106 Japanese word embedding with Sudachi and NWJC 🌿 Oct 16, 2022
Python 60 GloVe word vector embedding experiments (similar to Word2Vec) Dec 21, 2022
Python 1393 Simple web service providing a word embedding model Apr 11, 2023
Python 2 Simple web service providing a word embedding model Jul 05, 2018
C++ 103 C++ implement of Tomas Mikolov's word/document embedding Apr 28, 2023