917 Open source projects that are alternatives of or similar to Monkeylearn Ruby

A Model for Natural Language Attack on Text Classification and Inference

💫 Industrial-strength Natural Language Processing (NLP) in Python

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

Resources for learning about Text Mining and Natural Language Processing

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

A list of NLP(Natural Language Processing) tutorials

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.

State of the Art Natural Language Processing

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Kadot, the unsupervised natural language processing library.

🔮Deep Learning for text made easy with AllenNLP

A collection of Natural language processing pre-trained models.

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

Text vectorization tool to outperform TFIDF for classification tasks

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

The Python Code Tutorials

Text classification with Sparse Composite Document Vectors.

Arabic support for textblob

Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.

Accelerated deep learning R&D

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Natural Language Processing Best Practices & Examples

A tool for learning vector representations of words and entities from Wikipedia

👑 spaCy building blocks and visualizers for Streamlit apps

Machine learning based text classification in JavaScript using n-grams and cosine similarity

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

Multi-Task Deep Neural Networks for Natural Language Understanding

A Python package for gender classification.

ATEC 金融大脑-金融智能NLP服务

text-classifier is a toolkit for text classification. It was developed to facilitate the designing, comparing, and sharing of text classification models.

Library for Korean morpheme and word vector representation

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Character-level Convolutional Networks for Text Classification论文仿真实现

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

PyTorch Implementation of OpenAI GPT-2

The most popular spellchecking library.

Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Random fun with statistical language models.

remove signature blocks from emails

Curated research at the intersection of causal inference and natural language processing.

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Train and deploy a News Classifier using language model (ULMFit) - Serverless container

Open source tools for Estonian natural language processing

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

Repository for NLI models (EMNLP 2018)

🇺🇸 a python library for parsing unstructured address strings into address components

A Super-Lightweight Annotation Tool for Experts: Label text in a terminal with just Python

A practical guide to topic mining and interactive visualizations

📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Baidu's open-source Sentiment Analysis System.

Label Embedding Network

Getting started with AllenNLP and PyTorch by training a tweet classifier

Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.