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Search results for machine learning text classification
machine-learning
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text-classification
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166 search results found
Spacy
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28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
Nlp Recipes
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6,321
Natural Language Processing Best Practices & Examples
Snips Nlu
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3,796
Snips Python library to extract meaning from text
Spark Nlp
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3,578
State of the Art Natural Language Processing
Catalyst
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3,151
Accelerated deep learning R&D
Kashgari
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2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Pythoncode Tutorials
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1,923
The Python Code Tutorials
Easynlp
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1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Refinery
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1,257
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
Chatgpt Comparison Detection
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921
Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
Nlp In Practice
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861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
Spacy Llm
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806
🦙 Integrating LLMs into structured NLP pipelines
Spacy Streamlit
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688
👑 spaCy building blocks and visualizers for Streamlit apps
Dataaug4nlp
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595
Collection of papers and resources for data augmentation for NLP.
Nucliadb
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532
NucliaDB, The AI Search database for unstructured data
Text_mining_resources
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511
Resources for learning about Text Mining and Natural Language Processing
Small Text
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509
Active Learning for Text Classification in Python
Happy Transformer
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449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
Pytextclassifier
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427
pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,TextRNN,BERT等分类模型
Keras Text
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417
Text Classification Library in Keras
Rmdl
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409
RMDL: Random Multimodel Deep Learning for Classification
Clarifai Python
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384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
Mixtext
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342
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Artificial Adversary
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317
🗣️ Tool to generate adversarial text examples and test machine learning models against them
Pixiu
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309
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
Hover
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309
🚤 Label data at scale. Fun and precision included.
Pyss3
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307
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
Ml Projects
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243
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Cybertron
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235
Cybertron: the home planet of the Transformers in Go
Text Classification
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219
Text Classification through CNN, RNN & HAN using Keras
Jfasttext
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215
Java interface for fastText
Shallowlearn
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196
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.
Textvec
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190
Text vectorization tool to outperform TFIDF for classification tasks
Annif
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179
Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.
Fasttext.js
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169
FastText for Node.js
Lbl2vec
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165
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.
Classify Text
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152
"20 Newsgroups" text classification with python
Monkeylearn Python
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146
Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.
Astock
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142
Astock
Tia
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135
Your Advanced Twitter stalking tool
Sample Apps
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132
Sample apps for YouTube channel. Machine Learning, Web Development, Python.
Extremetext
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130
Library for fast text representation and extreme classification.
Holmes Extractor
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128
Information extraction from English and German texts based on predicate logic
Support Tickets Classification
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128
This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
Deep_learning_in_python_2018
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114
Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.
Ulm Basenet
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97
Implementation of ULMFit algorithm for text classification via transfer learning
Fastrtext
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97
R wrapper for fastText
Ml Classify Text Js
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91
Machine learning based text classification in JavaScript using n-grams and cosine similarity
Sentiment
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85
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
Torchflare
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83
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
Marathinlp
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80
Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.
Textfool
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79
Plausible looking adversarial examples for text classification
Machinelearningwithpython
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79
Get started with Machine Learning with Python - An introduction with Python programming examples
Monkeylearn Ruby
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77
Official Ruby client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Ruby apps.
Practical 3
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75
Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs
Ml2017fall
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63
Machine Learning (EE 5184) in NTU
Nlp Pretrained Model
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63
A collection of Natural language processing pre-trained models.
Freediscovery
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60
Web Service for E-Discovery Analytics
Imodelsx
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60
Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.
Capsule Pytorch
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59
A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)
Kwx
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57
BERT, LDA, and TFIDF based keyword extraction in Python
Playdata Zeppelin Notebook
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55
Zeppelin 화재 뉴스 기사 분류 예제
Chinese_book_dataset
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54
中文图书数据集/数据挖掘/自然语言处理/中国图书分类法/图书情报学/数据挖掘/文本分类/
Transformers In Action
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51
This is the corresponding code for the book Transformers in Action
Azimuth
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50
Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.
Text Classification Baseline
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49
Pipeline for fast building text classification TF-IDF + LogReg baselines.
Horus Ner
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47
HORUS: A framework to boost NLP tasks
Zeroshot_topics
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47
Topic Inference with Zeroshot models
Monkeylearn Php
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47
Official PHP client for the MonkeyLearn API. Build and consume machine learning models for language processing from your PHP apps.
Textblob Ar
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46
Arabic support for textblob
Textfeatureselection
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45
Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models
Tla
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45
A comprehensive tool for linguistic analysis of communities
Spacy Wrap
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43
spaCy-wrap is a wrapper library for spaCy for including fine-tuned transformers from Huggingface in your spaCy pipeline allowing you to include existing fine-tuned models within your SpaCy workflow.
Nlp4cybersecurity
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40
NLP model and tech for cyber security tasks
Monkeylearn Node
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38
Official Node client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Node apps.
Whichx
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38
A small, no dependencies, Naive Bayes Text Classifier for JavaScript
Python Dandelion Eu
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35
A python client for connecting to all the services provided by https://dandelion.eu
Wink Naive Bayes Text Classifier
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34
Naive Bayes Text Classifier
Sable
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34
Scraping Assisted by Learning
Iprompt
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33
Finding semantically meaningful and accurate prompts.
Text Classification Cn
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33
中文文本分类实践,基于搜狗新闻语料库,采用传统机器学习方法以及预训练模型等方法
Annif Tutorial
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32
Instructions, exercises and example data sets for Annif hands-on tutorial
Tensorflow Lite Examples Android
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31
Examples of Tensorflow Lite on Android
Awesome Text Classification
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29
Text classification meets word embeddings.
Python For Text Classification
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29
Python for Text Classification with Machine Learning in Python 3.6.
Aniemore
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28
Emotions recognition from audio and text files (only russian language)
Opentc
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25
OpenTC is a text classification engine using several algorithms in machine learning
Feedny
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25
The Internet plays an increasingly important part in our daily lives as a source of written content for news and leisure. Yet it is tedious and difficult to sort through this staggering flow of information and stay updated with changes in our world, even using automated tools. Reading magazines and newspapers is too time-consuming, and there is a huge amount of online content that is updated or generated each minute. Our solution considers each user’s interests and leverages Artificial Intellige
Bert_for_longer_texts
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25
BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.
Nsmc Zeppelin Notebook
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24
Movie review dataset Word2Vec & sentiment classification Zeppelin notebook
Autobrewml
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24
With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.
Text Clf Baselines
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24
WideMLP for Text Classification
Ml You Can Use
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24
Practical ML and NLP with examples.
Textcategorization
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23
⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.
Structured Self Attentive Sentence Embedding
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23
Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017
Aiflow
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22
🎈 2020年中国高校计算机大赛(C4)-网络技术挑战赛EP2决赛赛项:基于CNN+LSTM时空神经网络
Monkeylearn Java
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22
Official Java client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Java apps.
Projects
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22
Code Samples
Policy Data Analyzer
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22
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
User Profiling In Social Media
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22
Predicting gender, age and personality traits of a user from profile images, status and likes
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