PolyFuzz

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Upper limit of "torch>=1.4.0,<1.7.1" prevents to install polyfuzz[flair] on python > 3.8

1

torch 1.7.0 allows only python up to 3.8 Could we remove upper boundary at all?

mihasK

Pytorch dependency for Flair too restrictive

3

Hi, When trying to `pip install polyfuzz[flair]`, pip is not able to resolve the pytorch dependency: ``` INFO: pip is looking at multiple versions of polyfuzz[flair] to determine which version...

indylec

Analyse precision recall curve

1

I have two questions: 1. The precision-recall curve is a trade off between the min similarity and the percentage matched. So in the ideal case you want both the precision...

KoenLoeffen

How to use PolyFuzz with T5 model?

1

I am learning the use case of polyfuzz with T5 embedding. I am getting error when using following code: ``` polyfuzz: 0.4.0 transformers: 4.26.1 torch: 1.13.1+cu117 tensorflow: 2.11.0 tensorflow_hub: 0.12.0...

bhishanpdl

I am on a mission to collect **real-world use cases** of BERTopic, KeyBERT, and PolyFuzz. For that, I can use your help! Sharing your use case will drive development and...

MaartenGr

Clustering words based on similarity

1

Are there any plans to support clustering of words based on their similarity similar to the solution described here: https://stats.stackexchange.com/questions/123060/clustering-a-long-list-of-strings-words-into-similarity-groups

issam9

Which mode/method to use that is agnostic to word orders?

1

Hi, Would like to understand which matching algo/model is agnostic to word orders? I realised for instance Levenshtein Distance might be affected by word orders. Thanks

skwskwskwskw

results of get_matches() are not sorted by similarity score for all the values

3

Hi, I was running polyfuzz tfidf model to get the matches but few rows of the result was not sorted as per the top_n similarity score. ```python tfidf_model = PolyFuzz(tfidf_matcher)...

ashutosh486

TFIDF min_similarity not applied

4

When using the `TFIDF` model the `min_similiary` parameter seems not to be applied to the results. Minimal Example that reproduces the problem (polyfuzz 0.4.0): ```python from polyfuzz import PolyFuzz from...

philkoch

Update sparse-dot-topn to v1

7

Hi @MaartenGr, We recently refactored [sparse-dot-topn](https://github.com/ing-bank/sparse_dot_topn) significantly and [released v1](https://github.com/ing-bank/sparse_dot_topn/releases/tag/v1.0.0). The most significant improvements are: - Faster implementation with lower memory overhead - new bindings using Nanobind which avoids the...

RUrlus