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Title: GitHub - CodingDevs/recommenders: Best Practices on Recommendation Systems · GitHub

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Description: Best Practices on Recommendation Systems. Contribute to CodingDevs/recommenders development by creating an account on GitHub.

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MCP RegistryNewIntegrate external tools	https://github.com/mcp
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	https://github.com/CodingDevs/recommenders#recommenders
	https://microsoft-recommenders.readthedocs.io/en/latest/?badge=latest
	https://github.com/CodingDevs/recommenders#whats-new-october-19-2020
Microsoft News Recommendation Competition Winners Announced, Leaderboard Reopen!	https://msnews.github.io/competition.html
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MIND dataset	https://msnews.github.io/
ACL paper	https://msnews.github.io/assets/doc/ACL2020_MIND.pdf
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news recommendation scenario	https://github.com/microsoft/recommenders/tree/master/scenarios/news
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LSTUR	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/lstur_MIND.ipynb
NAML	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/naml_MIND.ipynb
NPA	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/npa_MIND.ipynb
NRMS	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/nrms_MIND.ipynb
NEWS.md	https://github.com/CodingDevs/recommenders/blob/master/NEWS.md
	https://github.com/CodingDevs/recommenders#introduction
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ALS	https://spark.apache.org/docs/latest/api/python/_modules/pyspark/ml/recommendation.html#ALS
xDeepFM	https://arxiv.org/abs/1803.05170
Evaluate	https://github.com/CodingDevs/recommenders/blob/master/examples/03_evaluate
Model Select and Optimize	https://github.com/CodingDevs/recommenders/blob/master/examples/04_model_select_and_optimize
Operationalize	https://github.com/CodingDevs/recommenders/blob/master/examples/05_operationalize
reco_utils	https://github.com/CodingDevs/recommenders/blob/master/reco_utils
reco_utils documentation	https://readthedocs.org/projects/microsoft-recommenders/
wiki page	https://github.com/microsoft/recommenders/wiki/Documents-and-Presentations
	https://github.com/CodingDevs/recommenders#getting-started
setup guide	https://github.com/CodingDevs/recommenders/blob/master/SETUP.md
data science virtual machine (DSVM)	https://azure.microsoft.com/en-gb/services/virtual-machines/data-science-virtual-machines/
Azure Databricks	https://github.com/CodingDevs/recommenders/blob/master/SETUP.md#setup-guide-for-azure-databricks
Miniconda	https://conda.io/miniconda.html
SETUP.md	https://github.com/CodingDevs/recommenders/blob/master/SETUP.md
SAR Python CPU MovieLens	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/sar_movielens.ipynb
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setup guide	https://github.com/CodingDevs/recommenders/blob/master/SETUP.md#dependencies-setup
	https://github.com/CodingDevs/recommenders#algorithms
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Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/sequential_recsys_amazondataset.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_collaborative_filtering/cornac_bpr_deep_dive.ipynb
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Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/dkn_MIND.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/xdeepfm_criteo.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/fastai_movielens.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_hybrid/lightfm_deep_dive.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/lightgbm_tinycriteo.ipynb
PySpark	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_content_based_filtering/mmlspark_lightgbm_criteo.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_collaborative_filtering/lightgcn_deep_dive.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/geoimc_movielens.ipynb
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Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_collaborative_filtering/multi_vae_deep_dive.ipynb
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Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/naml_MIND.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/ncf_movielens.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/npa_MIND.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/nrms_MIND.ipynbb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/sequential_recsys_amazondataset.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/rbm_movielens.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/rlrmc_movielens.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/sar_movielens.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/sequential_recsys_amazondataset.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_collaborative_filtering/standard_vae_deep_dive.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_collaborative_filtering/surprise_svd_deep_dive.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/tfidf_covid.ipynb
Python CPU (online training)	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_content_based_filtering/vowpal_wabbit_deep_dive.ipynb
Python CPU / Python GPU	https://github.com/CodingDevs/recommenders/blob/master/examples/00_quick_start/wide_deep_movielens.ipynb
Python CPU	https://github.com/CodingDevs/recommenders/blob/master/examples/02_model_hybrid/fm_deep_dive.ipynb
contrib	https://github.com/CodingDevs/recommenders/blob/master/contrib
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	https://github.com/CodingDevs/recommenders#preliminary-comparison
benchmark notebook	https://github.com/CodingDevs/recommenders/blob/master/examples/06_benchmarks/movielens.ipynb
here	http://mymedialite.net/examples/datasets.html
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	https://github.com/CodingDevs/recommenders#contributing
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Microsoft AI Github	https://github.com/microsoft/ai
NLP best practices	https://github.com/microsoft/nlp-recipes
Computer vision best practices	https://github.com/microsoft/computervision-recipes
Forecasting best practices	https://github.com/microsoft/forecasting
	https://github.com/CodingDevs/recommenders#reference-papers
https://dl.acm.org/doi/abs/10.1145/3366424.3382692	https://dl.acm.org/doi/abs/10.1145/3366424.3382692
https://dl.acm.org/doi/10.1145/3298689.3346967	https://dl.acm.org/doi/10.1145/3298689.3346967
microsoft-recommenders.readthedocs.io/en/latest/	https://microsoft-recommenders.readthedocs.io/en/latest/
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MIT license	https://github.com/CodingDevs/recommenders#MIT-1-ov-file
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Security policy	https://github.com/CodingDevs/recommenders#security-ov-file
Please reload this page	https://github.com/CodingDevs/recommenders
Activity	https://github.com/CodingDevs/recommenders/activity
Custom properties	https://github.com/CodingDevs/recommenders/custom-properties
0 forks	https://github.com/CodingDevs/recommenders/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FCodingDevs%2Frecommenders&report=CodingDevs+%28user%29
Releases	https://github.com/CodingDevs/recommenders/releases
6 tags	https://github.com/CodingDevs/recommenders/tags
Packages 0	https://github.com/orgs/CodingDevs/packages?repo_name=recommenders
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Contributors	https://github.com/CodingDevs/recommenders/graphs/contributors
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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URLs of crawlers that visited me.