Menu Close

How to resolve error when installing Gensim in Python?

How to resolve error when installing Gensim in Python?

I solved this problem following the next steps: 1. Download Python 3.5 and configure it as interpreter of your project (remember, maybe you have other versions of Python, make sure you choice 3.5 for your project) 2. USE PIP AND CMD TO INSTALL THE LIBRARIES YOU NEED. If you use the Pycharm terminal, the installation may fail.

Where is the Gensim Download API data stored?

When you use the Gensim download API, all data is stored in your ~/gensim-data home folder. Read more about the project rationale and design decisions in this article: New Download API for Pretrained NLP Models and Datasets.

How to convert Gensim data to w2v format?

Converted to w2v format with python -m gensim.scripts.glove2word2vec -i <fname> -o glove-wiki-gigaword-50.txt. Pre-trained vectors trained on a part of the Google News dataset (about 100 billion words).

Do you have to install Blas before installing Gensim?

You must have them installed prior to installing gensim. It is also recommended you install a fast BLAS library before installing NumPy. This is optional, but using an optimized BLAS such as ATLAS or OpenBLAS is known to improve performance by as much as an order of magnitude.

How to load a saved model in Gensim?

Then we save it to the native Gensim format using model.save (one of the reasons to do that is that native Gensim models load MUCH faster) We try to load the saved model using gensim.models.Word2Vec.load. The expected result is, of course, that the model is loaded and can be queried for embeddings.

How to download a word2vec model from Gensim?

Gensim has a gensim.downloader module for programmatically accessing this data. The module leverages a local cache that ensures data is downloaded at most once. Trains a Word2Vec model from the corpus (see Doc2Vec Model for a detailed tutorial) Let’s start by importing the api module.

Where is the Gensim data repository located on GitHub?

There’s no need for you to use this repository directly. Instead, simply install Gensim and use its download API (see the Quickstart below). It will “talk” to this repository automagically. When you use the Gensim download API, all data is stored in your ~/gensim-data home folder.

Is there a problem importing Gensim into PIP?

Exact steps for reproducing an error can be really useful! I uninstalled numpy, scipy, gensim and reinstalled gensim again using conda install genism instead of pip install gensim and now everything works fine, but the newly installed gensim version is 3.4.0 instead of 3.6.0. everything in a docker setup, pip requirements installed from a file.