945 Open source projects that are alternatives of or similar to Sense2vec

Topic Modelling for Humans

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.

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Scripts demo-ing how to train a Word2Vec model and reduce its vector space

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An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

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Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

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A text analysis application for performing common NLP tasks through a web dashboard interface and an API

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

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Notebooks for the Seattle PyData 2017 talk on Scattertext

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A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

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spaCy REST API, wrapped in a Docker container.

Oxford Deep NLP 2017 course - Practical 1: word2vec

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Named Entity Recognition based on dictionaries

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…

document embedding and machine learning script for beginners

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

Beautiful visualizations of how language differs among document types.

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extract relationships from standardized terms from corpus of interest with deep learning 🐟

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network

Pujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec

Fast word vectors with little memory usage in Python

🪐 End-to-end NLP workflows from prototype to production

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Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

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An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

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A curated list of awesome embedding models tutorials, projects and communities.

Python implementation of TextRank for phrase extraction and summarization of text documents

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📂 Additional lookup tables and data resources for spaCy