recommenders
Google-rank-tracker
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| recommenders | Google-rank-tracker | |
|---|---|---|
| 4 | 4 | |
| 13,803 | 138 | |
| 2.5% | - | |
| 9.9 | 0.0 | |
| 8 days ago | over 1 year ago | |
| Python | Python | |
| MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
recommenders
- There is framework for everything.
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This Week in Python
recommenders – Best Practices on Recommendation Systems
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Input to SVD, SAR, NMF
I would like to do a benchmarking on the Microsoft models SVD, SAR and NMF (available here: https://github.com/microsoft/recommenders) but with this input data I get a precision and recall close to zero. Any ideas how I can improve this? For SVD and NMF (surprise library) the model wants a rating input that is normally distributed, which it not the case for my binary data where the transactions all have a rating of 1.
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Opinion on choice of model - Recommender System
Then I tried to find some more advanced models and I found this really good list and in there I found the Microsoft one. So it's' where we are now, which a bunch of different models and not a documentation/tutorials out there.
Google-rank-tracker
What are some alternatives?
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
azure-devops-python-api - Azure DevOps Python API
metarank - A low code Machine Learning service that personalizes articles, listings, search results, recommendations to boost user engagement. A friendly Learn-to-Rank engine
Surprise - A Python scikit for building and analyzing recommender systems
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
TensorRec - A TensorFlow recommendation algorithm and framework in Python.
GAM - command line management for Google Workspace [Moved to: https://github.com/GAM-team/GAM]
python-minecraft-clone - Source code for each episode of my Minecraft clone in Python YouTube tutorial series.
horapy - 🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library
MIXON - Next generation cyber security research and testing software.
Flutter-Automation - A script for automating the creation and uploading a flutter project to github
python-cheatsheet - Comprehensive Python Cheatsheet