hazelcast-python-client
Hazelcast Python Client (by hazelcast)
dedupe
:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution. (by dedupeio)
hazelcast-python-client | dedupe | |
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4 | 9 | |
112 | 3,979 | |
0.9% | 0.5% | |
6.7 | 7.1 | |
3 days ago | about 2 months ago | |
Python | Python | |
Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
hazelcast-python-client
Posts with mentions or reviews of hazelcast-python-client.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-05.
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Contribution to Hazelcast
More code samples here: https://github.com/hazelcast/hazelcast-python-client/tree/master/examples
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near cache with Python client
The Map interface is the same when you activate the near cache. You can just use the usual Map methods, like set and put. See tests for near cache at: https://github.com/hazelcast/hazelcast-python-client/blob/master/tests/integration/backward_compatible/proxy/map_nearcache_test.py
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Hazelcast Python Client v4.0 is out!
See a sample usage with Map below. For all code sample, click here :)
dedupe
Posts with mentions or reviews of dedupe.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-15.
- Using deep learning for Fuzzy Matching
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String distance based network for fuzzy matching?
I think this problem is known as data deduplication, in particular, entity deduplication. I googled a bit and it seems approaches vary from manual deduplication to some sort of active learning (if I am not mistaken). I am also curios if pre-trained transformer-based cross encoders can provide any good results (they are trained on sentences I think, but may be worth a try). Another problem here is how to measure progress (compare different approaches)?
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What's the toughest DE problem you faced in your work career?
I've had a good experience in the past with the dedupe package for these type activities. Unsure if it works for out-of-core type situations though, as my data set fit easily into memory.
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Model detects duplicate records
Data deduplication is a super common problem, so it's useful experience to work on it. It's generally useful for companies, but I don't think it could be sold as a product unless is solving a very complicated, domain-specific de-duping problem. Otherwise, there are generic, open source de-duping tools such as: dedupe. It sounds like your model is similar to that.
- [D] Suggestions for large-scale company name standardization?
- Entity Resolution with Magniv
- How to do fuzzy matching in Redshift? A Python UDF, for example?
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[OC] Media bias? US Sunday news shows book Republicans more than Democrats: Three of the five top Sunday news shows, altogether watched by almost 8 million people weekly, featured Republican partisans more often than Democrats in episodes aired this year through Oct. 31.
Tools used: Python to scrape guest lists, dedupeio to better identify guests, Google Sheets to store and analyze the data, and Datawrapper to make the charts.
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Does there exist a python package that clears the dataset/columns in terms of exact and similar duplicates?
Try https://github.com/dedupeio/dedupe
What are some alternatives?
When comparing hazelcast-python-client and dedupe you can also consider the following projects:
coherence - Oracle Coherence Community Edition
splink - Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends
hazelcast-csharp-client - Hazelcast .NET Client
imgdupes - Identifying and removing near-duplicate images using perceptual hashing.
hazelcast-nodejs-client - Hazelcast Node.js Client
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
hazelcast-go-client - Hazelcast Go Client
bees - Best-Effort Extent-Same, a btrfs dedupe agent
pyDenStream - Implementation of the DenStream algorithm in Python.
relevanceai - Home of the AI workforce - Multi-agent system, AI agents & tools
notes - notes on the tools in my Unix/Linux toolbox, dotfiles, etc
hazelcast-python-client vs coherence
dedupe vs splink
hazelcast-python-client vs hazelcast-csharp-client
dedupe vs imgdupes
hazelcast-python-client vs hazelcast-nodejs-client
dedupe vs orange
hazelcast-python-client vs hazelcast-go-client
dedupe vs bees
hazelcast-python-client vs pyDenStream
dedupe vs pyDenStream
dedupe vs relevanceai
dedupe vs notes