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Gensim

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Gensim vs Transformers: What are the differences?

Gensim: A python library for Topic Modelling. It is a Python library for topic modelling, document indexing and similarity retrieval with large corpora. Target audience is the natural language processing (NLP) and information retrieval (IR) community; Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. It provides general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet…) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in 100+ languages and deep interoperability between TensorFlow 2.0 and PyTorch.

Gensim and Transformers can be primarily classified as "NLP / Sentiment Analysis" tools.

Gensim is an open source tool with 10.8K GitHub stars and 3.74K GitHub forks. Here's a link to Gensim's open source repository on GitHub.

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What is Gensim?

It is a Python library for topic modelling, document indexing and similarity retrieval with large corpora. Target audience is the natural language processing (NLP) and information retrieval (IR) community.

What is Transformers?

It provides general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet…) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in 100+ languages and deep interoperability between TensorFlow 2.0 and PyTorch.

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Jobs that mention Gensim and Transformers as a desired skillset
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United Kingdom of Great Britain and Northern Ireland England London
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Australia New South Wales Sydney
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What tools integrate with Gensim?
What tools integrate with Transformers?
What are some alternatives to Gensim and Transformers?
NLTK
It is a suite of libraries and programs for symbolic and statistical natural language processing for English written in the Python programming language.
Keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
FastText
It is an open-source, free, lightweight library that allows users to learn text representations and text classifiers. It works on standard, generic hardware. Models can later be reduced in size to even fit on mobile devices.
SpaCy
It is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products. It comes with pre-trained statistical models and word vectors, and currently supports tokenization for 49+ languages.
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
See all alternatives