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Flair Alternatives
Similar projects and alternatives to flair
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
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empirist-corpus
A web and social media corpus based on the dataset of the EmpiriST 2015 shared task
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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MAX-Toxic-Comment-Classifier
Detect 6 types of toxicity in user comments.
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NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
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trankit
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better flair alternative or higher similarity.
flair reviews and mentions
Posts with mentions or reviews of flair.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-22.
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Artificial Intelligence sentiment analysis of the Harry Potter movies. The greener the edge the happier the conversations, the bigger the edge the more they talk. Made by me.
The code of the module is available there for easy access: https://github.com/flairNLP/flair
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The Spacy NER model for Spanish is terrible
Had the same experience with the german model in spacy (but tbh, the quailty of my textdata was bad). A bert based approach with flair really improved my results. I think there is a spanish pretrained model also available
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German POS Corpus for Commercial use
I had the same problem a couple years ago. I think Flair, form Zalando uses a different Corpus. However, it's not great and I am pretty sure they are infringing the license anyway...
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SpaCy VS Transformers for NER
For NER, if you don't need the full toolkit of spacy, I'd highly recommend checking out Flair. It will likely run faster than transformer-based models (like en_core_web_trf) and it tends to be one of the best performing approaches to NER.
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A note from our sponsor - Sonar
www.sonarsource.com | 5 Feb 2023
Stats
Basic flair repo stats
9
12,424
9.8
4 days ago
flairNLP/flair is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
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