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benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

MITCPU only OKPython
Stars
3.8k
Forks
630
Open issues
90
Last push
5mo ago

About implicit

implicit is a free, open-source machine learning tool by benfred, written mainly in Python. Fast Python Collaborative Filtering for Implicit Feedback Datasets. It has 3.8k GitHub stars and 630 forks, and was last updated 5mo ago. It's released under the MIT license, a standard open-source license. According to its README, it runs on a regular CPU without a GPU.

License
MIT
Language
Python
Stars
3,830
Last update
5mo ago
Runs on Mac
Not stated
GPU
Not needed (runs on CPU)
Paid API key
Not stated
Self-hostable
Yes

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implicit FAQ

Is implicit free?

Yes. implicit is open source and free to use. It's released under the MIT license, a standard open-source license.

Does implicit run on a Mac?

Its README doesn't say. Check the installation guide on GitHub before you start.

Does implicit need a GPU?

No. According to its README, implicit runs on a regular CPU.

Is implicit still maintained?

It was last updated 5mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to implicit?

Similar free, open-source tools include imbalanced-learn, easy-dataset, Kiln, argilla.

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