Projects in Awesome Lists tagged with fasttext
A curated list of projects in awesome lists tagged with fasttext .
https://github.com/piskvorky/gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Last synced: 11 Dec 2025
https://github.com/brightmart/text_classification
all kinds of text classification models and more with deep learning
attention-mechanism classification convolutional-neural-networks fasttext memory-networks multi-class multi-label nlp sentence-classification tensorflow text-classification textcnn textrnn
Last synced: 14 May 2025
https://github.com/bentrevett/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Last synced: 06 Oct 2025
https://github.com/kyubyong/wordvectors
Pre-trained word vectors of 30+ languages
fasttext language vector word2vec
Last synced: 08 Apr 2025
https://github.com/Kyubyong/wordvectors
Pre-trained word vectors of 30+ languages
fasttext language vector word2vec
Last synced: 20 Apr 2025
https://github.com/yongzhuo/keras-textclassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
albert bert capsule charcnn crnn dcnn dpcnn embeddings fasttext han keras keras-textclassification leam nlp rcnn text-classification textcnn transformer vdcnn xlnet
Last synced: 15 May 2025
https://github.com/plasticityai/magnitude
A fast, efficient universal vector embedding utility package.
embeddings fast fasttext gensim glove machine-learning machine-learning-library memory-efficient natural-language-processing nlp python vectors word-embeddings word2vec
Last synced: 15 May 2025
https://github.com/brightmart/bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder
Last synced: 13 Apr 2025
https://github.com/oborchers/Fast_Sentence_Embeddings
Compute Sentence Embeddings Fast!
cython document-similarity embeddings fasttext fse gensim gensim-model maxpooling sentence-embeddings sentence-representation sentence-similarity sif swem usif word2vec-model wordembedding
Last synced: 05 May 2025
https://github.com/ncbi-nlp/BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
bionlp fasttext mimic-iii natural-language-processing pubmed sent2vec sentence-embeddings sentence-similarity word-embeddings
Last synced: 16 Nov 2025
https://github.com/AnubhavGupta3377/Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
attention classification convolutional-neural-networks deep-learning fasttext nlp pytorch rcnn recurrent-neural-networks seq2seq transformer
Last synced: 06 May 2025
https://github.com/apcode/tensorflow_fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
fasttext language-identification tensorflow text-classifier
Last synced: 27 Mar 2025
https://github.com/explosion/floret
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
fasttext fasttext-embeddings spacy subword-embeddings word-embeddings word-vectors
Last synced: 10 Jan 2026
https://github.com/brightmart/ai_law
all kinds of baseline models for long text classificaiton( text categorization)
accusation ai attention crime fasttext hierarchical-attention-network law relevant-articles text-categorization text-classification textcnn
Last synced: 10 Oct 2025
https://github.com/vngrs-ai/vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
deasciifier deep-learning dependency-parsing fasttext morphological-analysis morphological-disambiguation named-entity-recognition nlp normalization number-to-words part-of-speech-tagging sentence-splitting sentence-tokenizer sentiment-analysis spelling-correction stemming stopword-removal turkish-nlp word-embeddings word2vec
Last synced: 14 Jan 2026
https://github.com/dalinvip/cw2vec
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
cw2vec embeddings fasttext stroke-information word2vec
Last synced: 07 Apr 2025
https://github.com/lettergram/sentence-classification
Sentence Classifications with Neural Networks
cnn fasttext hyperparameter-tuning neural-network rnn sentence-classification
Last synced: 23 Jan 2026
https://github.com/vrasneur/pyfasttext
Yet another Python binding for fastText
fasttext machine-learning nlp numpy python python-bindings word-vectors
Last synced: 27 Jan 2026
https://github.com/giacbrd/ShallowLearn
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec
Last synced: 19 Jul 2025
https://github.com/giacbrd/shallowlearn
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec
Last synced: 08 Oct 2025
https://github.com/loretoparisi/fasttext.js
FastText for Node.js
deeplearning fasttext javascript language-detection machinelearning neural-networks nodejs text-classification word-embeddings word2vec
Last synced: 06 Aug 2025
https://github.com/liyibo/text-classification-demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
bert cnn fasttext tensorflow text-classification
Last synced: 02 Apr 2025
https://github.com/LlmKira/fast-langdetect
⚡️ 80x faster Fasttext language detection out of the box | Split text by language
detect-languages fasttext i18n language-identification languagedetector svc tts
Last synced: 15 May 2025
https://github.com/avidale/compress-fasttext
Tools for shrinking fastText models (in gensim format)
fasttext fasttext-embeddings nlp python word-embeddings
Last synced: 16 Jan 2026
https://github.com/llmkira/fast-langdetect
⚡️ 80x faster Fasttext language detection out of the box | Split text by language
detect-languages fasttext i18n language-identification languagedetector svc tts
Last synced: 05 Apr 2025
https://github.com/prrao87/fine-grained-sentiment
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
fasttext flair nlp python pytorch sentiment-analysis text-classification transformers
Last synced: 09 Apr 2025
https://github.com/indix/whatthelang
Lightning Fast Language Prediction 🚀
fasttext language-detection languages nlp python
Last synced: 13 Dec 2025
https://github.com/willard-yuan/cvt
CVT, a Computer Vision Toolkit.
cbir covdet fasttext hnsw image-matching int8-quantization opq sift vlfeat
Last synced: 03 May 2025
https://github.com/oscar-project/ungoliant
:spider: The pipeline for the OSCAR corpus
common-crawl commoncrawl corpus-linguistics crawler fasttext language-classification nlp oscar
Last synced: 03 Apr 2025
https://github.com/prashantranjan09/wordembeddings-elmo-fasttext-word2vec
Using pre trained word embeddings (Fasttext, Word2Vec)
ai2 allennlp classification elmo-8 fair fasttext fasttext-python gensim gensim-word2vec glove glove-embeddings nlp word2vec wordembedding wordembeddings
Last synced: 14 Aug 2025
https://github.com/PrashantRanjan09/WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
ai2 allennlp classification elmo-8 fair fasttext fasttext-python gensim gensim-word2vec glove glove-embeddings nlp word2vec wordembedding wordembeddings
Last synced: 06 Aug 2025
https://github.com/mwydmuch/extremeText
Library for fast text representation and extreme classification.
extreme-classification extreme-multi-label-cassification extremetext fasttext machine-learning multi-label-classification text-classification
Last synced: 11 May 2025
https://github.com/renovamen/text-classification
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
bilstm-attention cnn document-classification fasttext han hierarchical-attention-networks lstm nlp text-classification textcnn transformer
Last synced: 24 Apr 2025
https://github.com/vyraun/Half-Size
Code for "Effective Dimensionality Reduction for Word Embeddings".
fasttext glove nips-2017 pca wordembedding
Last synced: 10 May 2025
https://github.com/eellak/nlpbuddy
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
fasttext gensim natural-language-processing spacy text-analysis text-classification
Last synced: 12 Apr 2025
https://github.com/pommedeterresautee/fastrtext
R wrapper for fastText
classification embeddings fasttext machine-learning neural-network nlp rstats text-classification word-embeddings
Last synced: 13 Mar 2026
https://github.com/tharindudr/simple-sentence-similarity
Exploring the simple sentence similarity measurements using word embeddings
elmo fasttext glove ipynb python sentence-embeddings sentence-similarity wmd word-embeddings word2vec
Last synced: 30 Jun 2025
https://github.com/thomasahle/fastchess
Predicts the best chess move with 27.5% accuracy by a single matrix multiplication
ai chess chess-ai chess-engine fasttext machine-learning machinelearning
Last synced: 13 Jul 2025
https://github.com/IlyaGusev/tgcontest
Telegram Data Clustering contest solution by Mindful Squirrel
classification clustering cpp data-science document-similarity fasttext machine-learning nlp
Last synced: 03 Apr 2025
https://github.com/ikergarcia1996/metavec
A monolingual and cross-lingual meta-embedding generation and evaluation framework
embedding embedding-evaluation embedding-models embedding-vectors embeddings emnlp2021 fasttext fasttext-embeddings meta-embedding meta-embeddings word2vec
Last synced: 17 Sep 2025
https://github.com/olegtarasov/fasttext.netwrapper
.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!
csharp fasttext machine-learning net nlp
Last synced: 28 Oct 2025
https://github.com/oliverguhr/german-sentiment
A data set and model for german sentiment classification.
bert-model deep-learning fasttext german-language machine-learning sentiment-analysis sentiment-classification transformer
Last synced: 22 Jan 2026
https://github.com/messense/fasttext-serving
fastText model serving service
fasttext model-server model-serving nlp
Last synced: 04 Apr 2025
https://github.com/thomasthiebaud/spacy-fastlang
Language detection using Spacy and Fasttext
fasttext fasttext-python language-detection spacy spacy-extensions
Last synced: 01 Apr 2026
https://github.com/macanv/mqnlp
自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.
fasttext lstm ner pos-tagging segment sequence-labeling textclassification textcnn textrnn
Last synced: 29 Oct 2025
https://github.com/iamaziz/language-detection-fasttext
Building a language detection classifier using fastText
fasttext language-detection text-classification word-embeddings
Last synced: 23 Mar 2025
https://github.com/vunb/node-fasttext
Nodejs binding for fasttext representation and classification.
classifier facebook-fasttext fasttext node-fasttext text-classification vntk
Last synced: 24 Jul 2025
https://github.com/mlampros/fasttext
R package for 'Efficient Learning of Word Representations and Sentence Classification'
Last synced: 18 Oct 2025
https://github.com/currentslab/fastlangid
fastlangid, the only language identification package that support cantonese (zh-yue), simplified (zh-hans) and traditional chinese (zh-hant)
cantonese-language fasttext identification language-identification language-identifier simplified-chinese traditional-chinese
Last synced: 17 Mar 2026
https://github.com/dsxiangli/embedding
Embedding模型代码和学习笔记总结
bookcorpus cnn-lstm doc2vec embedding encoder-decoder fasttext genism hierarchical-softmax negative-sampling quick-thought seq2seq skip-thoughts tf-estimator transformer word2vec
Last synced: 24 Apr 2025
https://github.com/mbanon/fastspell
Targetted language identifier, based on FastText and Hunspell.
fasttext hunspell language-identification nlp
Last synced: 18 Jan 2026
https://github.com/ekzhu/go-fasttext
Facebook fastText database in SQLite with Go API
facebook fasttext golang sqlite wordembedding
Last synced: 26 Aug 2025
https://github.com/joedoyle23/fasttextjs
JavaScript implementation of the FastText prediction algorithm
Last synced: 30 Apr 2025
https://github.com/peaceiris/actions-suggest-related-links
A GitHub Action to suggest related or similar issues, documents, and links. Based on the power of NLP and fastText.
actions fasttext github-actions issue-management nlp
Last synced: 20 Aug 2025
https://github.com/trykatchup/password-similarity-nlp
Password Similarity Detection Using Deep Neural Networks. This project was the case study of my bachelor's thesis.
deep-neural-networks fasttext machine-learning nlp-machine-learning password password-similarity privacy privacy-protection word-embeddings
Last synced: 08 Oct 2025
https://github.com/guenthermi/table-embeddings
Tools for training schema-aware Web table embedding for unsupervised and supervised machine learning on tabular data
embeddings fasttext ml neural-network schema schema-data tables unsupervised-learning web-table word-embeddings
Last synced: 14 Apr 2025
https://github.com/mpuig/textclassification
A brief overview of how to use fastText to train powerful text classifiers in a python notebook.
fasttext nlp notebook python text-classification
Last synced: 15 Jun 2025
https://github.com/tomekkorbak/treehopper
A Tree-LSTM-based dependency tree sentiment labeler
deep-learning dependency-tree fasttext natural-language-processing polish-language pytorch recursive-neural-networks sentiment-analysis tree-lstm
Last synced: 06 May 2025
https://github.com/helboukkouri/embedding-visualization
This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).
fasttext glove graphs nlp visualization word-embeddings word2vec
Last synced: 30 Aug 2025
https://github.com/autonomio/signs
A suite of tools for text preparation, vectorization and processing for deep learning with Keras.
embeddings fasttext gensim glove keras spacy word2vec
Last synced: 12 Apr 2025
https://github.com/vidursatija/voiceai
A simple text based AI to execute commands using NLP
ai bot facebook-api facebook-api-chat facebook-bot fasttext fb nlp nltk python sphinx stanford-corenlp stanford-nlp
Last synced: 07 Jul 2025
https://github.com/maartengr/vlac
Vectors of Locally Aggregated Concepts
fasttext kmeans machine-learning nlp word-embeddings word2vec
Last synced: 27 Feb 2026
https://github.com/rse/fasttext-lid
Language Identification with Facebook FastText for Node.js
fasttext identification language lid model prediction
Last synced: 19 Apr 2025
https://github.com/agiletechvn/opencv-starterkit
OpenCV, nltk with Tensorflow all together
bert-model fasttext keras nltk opencv4 tensorflow
Last synced: 11 Oct 2025
https://github.com/riccorl/sense-embedding
BabelNet (and WordNet) sense embedding trained with Word2Vec and FastText
embeddings fasttext gensim sense sense-embedding sense-embeddings word-embedding word2vec
Last synced: 30 Oct 2025
https://github.com/gluschenko/panlingo
Collection of language detection libraries for .NET: FastText, CLD2, CLD3, MediaPipe, Lingua, Whatlang
cld2 cld3 dotnet dotnet-core fasttext interop language-detection language-identification lingua machine-learning mediapipe neural-networks nlp whatlang wrapper
Last synced: 25 Jun 2025
https://github.com/yunsii/fasttext.wasm.js
Node and Browser env supported WebAssembly version of fastText: Library for efficient text classification and representation learning.
browser browser-extension fasttext language language-detection language-detector language-identification natural-language natural-language-processing nlp node nodejs wasm web-extension webassembly worker
Last synced: 28 Apr 2025
https://github.com/taufik-rama/fasttext-go-wrapper
A simple Golang wrapper for fastText text classification library
Last synced: 04 Feb 2026
https://github.com/yxtay/text-classification-tensorflow
Neural Network Text Classification Models in TensorFlow
deep-learning fasttext neural-network tensorflow text-classification word-embedding
Last synced: 31 Aug 2025
https://github.com/mabdh/go-fasttext
🗚🐀 serving fastText model with golang
fasttext golang nlp textclassification
Last synced: 04 Aug 2025
https://github.com/pabvald/semantic-similarity
Comparison of methods based on pre-trained Word2Vec, GloVe and FastText vectors to measure the semantic similarity between sentence pairs
bachelor-thesis embeddings evaluation fasttext gensim-library glove semantic-similarity spacy word-embeddings word2vec
Last synced: 11 Oct 2025
https://github.com/jefrydco/similar-words-fasttext-tsne
Similar words visualization using gensim fasttext and sklearn tSNE
fasttext visualization word2vec
Last synced: 23 Oct 2025
https://github.com/talmago/simple-but-tough-to-beat-examples
Bunch of examples of a "Simple but tough to beat baseline for sentence embeddings" in classification tasks
fake-news-classification fasttext fasttext-python imdb-dataset machine-learning nlp sentence-embeddings sentence2vec w2v word-embeddings word2vec
Last synced: 23 Apr 2025
https://github.com/mwydmuch/datasets4fasttext
Multiclass and multilabel datasets in fastText format
Last synced: 01 Feb 2026
https://github.com/ermlab/polish-word-embeddings-review
Evaluation of polish word embeddings prepared by various research groups. Evaluation is done by words analogy task
computational-linguistics deep-learning fasttext machine-learning nlp polish-language word2vec wordembeddings
Last synced: 07 Apr 2026
https://github.com/diixo/fasttextcc
fastText v0.9.3 (C++ port)
embeddings fasttext machine-learning nlp text-classification
Last synced: 25 Jul 2025
https://github.com/Ermlab/polish-word-embeddings-review
Evaluation of polish word embeddings prepared by various research groups. Evaluation is done by words analogy task
computational-linguistics deep-learning fasttext machine-learning nlp polish-language word2vec wordembeddings
Last synced: 15 Mar 2025
https://github.com/dominicburkart/fast_text
Rust wrapper for Facebook's FastText package.
fasttext machine-learning ml nlp rust word-embeddings
Last synced: 27 Jun 2025
https://github.com/miladnouriezade/ktrain-biobert_ner
This repository contains data and BioBert based NER model monologg/biobert_v1.1_pubmed from community-uploaded Hugging Face models for detecting entities such as chemical and disease.
biobert biomedical bionlp disease fasttext huggingface ktrain name named-entity-recognition ner nlp python spacy
Last synced: 28 Apr 2026
https://github.com/tuananh/fasttext-native
fastText native bindings for ⬡.js
Last synced: 10 Apr 2025
https://github.com/ZhengZixiang/OpenTC
Exploring various text classification models based on PyTorch. 基于PyTorch探索各种文本分类模型
fasttext pytorch text-classification textcnn textrcnn textrnn
Last synced: 06 May 2025
https://github.com/raypereda/shuffle
a tool for shuffling lines of text
fasttext shuffle text text-classification text-processing
Last synced: 11 Apr 2025
https://github.com/bestmahdi2/uni__webcrawlerproject
A university project in which a web crawler is designed for the Instagram website and fasttext is used to predict the positive or negative content of a post's comments.
beautifulsoup4 fasttext gui matplotlib pandas prediction-model python selenium tkinter web-scraping
Last synced: 11 Feb 2026
https://github.com/jieguangzhou/textclassification
基于tensorflow的文本分类 Text classification
cnn deep-learning fasttext python rnn tensorflow textcnn textrnn
Last synced: 24 Oct 2025
https://github.com/bees4ever/seaqube
Semantic Quality Benchmark for Word Embeddings, i.e. Natural Language Models in Python. Acronym `SeaQuBe` or `seaqube`.
augmentation benchmark fasttext gensim nlp spacy spacy-nlp wordembeddings
Last synced: 21 Apr 2025
https://github.com/benzlokzik/spam-detector
Training code and models for spam message detection in Russian
bert chromadb fasttext knn ml python rag scikit-learn spam-detection transformers
Last synced: 25 May 2026
https://github.com/frederickroman/fasttextapi
Unofficial minified fastetext API. Use it to run NLP DL models that require word embeddings on the client-side.
fasttext fasttext-embeddings machine-learning natural-language-processing nextjs nlp-apis public-api pwa-app rest-api word-embeddings
Last synced: 06 Sep 2025
https://github.com/memgonzales/semantle-word-embeddings
Recreation of Semantle (a word guessing game that gives the semantic similarity to the secret word) using three pretrained word embeddings: (1) word2vec, (2) GloVe, and (3) fastText
dense-vector fasttext gensim glove glove-embeddings natural-language-processing natural-language-understanding nlp semantic-similarity semantics semantle word-embeddings word2vec
Last synced: 13 Apr 2026
https://github.com/aurelienmorgan/french_text_sentiment
Sentiment Analysis in texts written in French language using Tensorflow/Keras (and using XGBoost for hyperparameters optimization)
beautifulsoup dask fasttext french gru hyperparameters-optimization jupyter-notebook keras multiprocessing nlp python rnn scikit-learn sentiment-analysis tensorflow transfer-learning web-scraping xgboost
Last synced: 02 Apr 2026
