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ulmfit

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n-waves /multifit

The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning"https://arxiv.org/abs/1909.04761

nlp multiple-languages fastai ulmfit

UpdatedJun 10, 2020
Jupyter Notebook

practicingman /chinese_ulmfit

中文ULMFiT 情感分析文本分类

nlp sentiment-analysis text-classification transfer-learning fastai ulmfit

UpdatedJan 7, 2019
Python

amansrivastava17 /embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

nlp ai deep-learning tensorflow encoder word2vec embeddings transformer glove fasttext albert embedding bert word-embedding roberta ulmfit sentence-encoding bert-as-service xlnet embedding-as-service

UpdatedMay 22, 2023
Python

prrao87 /tweet-stance-prediction

Applying NLP transfer learning techniques to predict Tweet stance toward a topic

python nlp natural-language-processing text-classification transformers transfer-learning ulmfit openai-gpt

UpdatedFeb 10, 2019
Jupyter Notebook

adamshamsudeen /Vaaku2Vec

Language Modeling and Text Classification in Malayalam Language using ULMFiT

text-classification word2vec malayalam language-model fastai tokenization ulmfit

UpdatedDec 8, 2022
Jupyter Notebook

Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group

jcatanza /Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group

Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.

audio nlp swift deep-neural-networks deep-learning tensorflow optimizer cnn rnn callbacks augmentation batchnorm mixup ulmfit cyclegan-pytorch fastai-v3

UpdatedJan 25, 2020
Jupyter Notebook

Emrys-Hong /fastai_sequence_tagging

sequence tagging for NER for ULMFiT

crf pytorch named-entity-recognition fastai sequence-tagging ulmfit

UpdatedNov 4, 2020
Jupyter Notebook

vondersam /sdgs_text_classifier

Multi-Label Text Classification with Transfer Learning

svm word2vec naive-bayes-classifier logistic-regression knn bert multilabel-classification glove-embeddings elmo ulmfit

UpdatedApr 5, 2020
Jupyter Notebook

jfilter /ulmfit-for-german

👩‍🏫 Pre-trained German Language Model with sub-word tokenization for ULMFIT

german language-model fastai ulmfit german-language-model

UpdatedJun 24, 2020
Jupyter Notebook

adriacabeza /DeepCatalan

🤖 Deep Catalan: Bring closer the Catalan Language to Deep Learning using ULMFit.

nlp pytorch fastai catalan classificador fine-tuning ulmfit catalan-language

UpdatedOct 15, 2020
Jupyter Notebook

mboukabous /Security-Intelligence-on-Exchanged-Multimedia-Messages-Based-on-Deep-Learning

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2…

natural-language-processing deep-learning sentiment-analysis tensorflow word2vec keras pytorch lstm transfer-learning glove fasttext albert bert roberta elmo ulmfit gpt-2 huggingface xlnet ktrain

UpdatedSep 26, 2022
Python

artefactory /deploy-fastai-torchserve-aiplatform

Deploy FastAI Trained PyTorch Model in TorchServe and Host in GCP's AI-Platform Prediciton.

gcp pytorch ulmfit ai-platform torchserve

UpdatedMar 31, 2021
Python

jcblaisecruz02 /Tagalog-BERT

Filipino pretrained BERT & ULMFiT models, plus large unlabeled text corpora

tensorflow pytorch transfer-learning tagalog bert filipino awd-lstm ulmfit

UpdatedMay 5, 2020
Python

aditya10 /ULMFiT-fastai-text-classifier

Stack Overflow question tagging. Find the tutorial on Medium

machine-learning text-classification fastai ulmfit

UpdatedJul 26, 2019
Jupyter Notebook

danjohnvelasco /Filipino-ULMFiT

Pre-trained AWD-LSTM language model trained on Filipino text corpus using fastai v2. Instructions included.

text-classification tagalog fastai filipino awd-lstm ulmfit pretrained-language-model filipino-ulmfit

UpdatedOct 15, 2020
Jupyter Notebook

tblock /thesis-data

Supplementary scripts and data for my thesis

text-classification tensorflow svm fasttext german-language colab-notebook ulmfit

UpdatedMar 6, 2019
Python

simecek /Czech-ULMFiT

ULMFiT language model for Czech language

nlp sentiment-analysis text-classification czech ulmfit

UpdatedDec 8, 2022
Jupyter Notebook

inspirehep /inspire-classifier

INSPIRE text classification microservice

UpdatedOct 15, 2024
Python

1073521013 /PSL-DL

Method Development for Predicting Protein Subcellular Localization Based on Deep Learning

deep-learning protein classification domain-adaptation ulmfit protein-subcellular-localization

UpdatedMar 28, 2019
Python

ck37 /toxic-comments-fastai-pytorch

Analyzing Jigsaw's toxic comments Kaggle challenge using fastai + pytorch

pytorch floydhub jigsaw hate-speech toxic-comments ulmfit ctawg

UpdatedMar 29, 2019
Jupyter Notebook

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