neuspell
DataProfiler
| neuspell | DataProfiler | |
|---|---|---|
| 1 | 61 | |
| 642 | 1,365 | |
| - | 1.2% | |
| 0.0 | 6.3 | |
| 10 months ago | 2 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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neuspell
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What are good python libraries for spellcheck ?
I have experience with neuspell (https://github.com/neuspell/neuspell). It works at the sentence level as it olso has a language model component for context. There are several models already trained for English you can choose from, and you can train your own for other languages or for the multilingual case. We were working with queries (so very short "sentences") but the results where quite good when compared to other methods. It was supposed to be sota one year ago or so.
DataProfiler
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LongRoPE: Extending LLM Context Window Beyond 2M Tokens
It's been possible to skip tokenization for a long time, my team and I did it here - https://github.com/capitalone/DataProfiler
For what it's worth, we actually were working with LSTMs with nearly a billion params back in 2016-2017 area. Transformers made it far more effective to train and execute, but ultimately LSTMs are able to achieve similar results, though slow & require more training data.
- Data Profiler – What's in your data?
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Data Profiler 0.9.0 -- offering a massive improvement to memory usage during profiling of large datasets
Great call out -- would you be willing to write up an issue for that on the repo? Thank you! https://github.com/capitalone/DataProfiler/issues/new/choose
- FLiPN-FLaNK Stack Weekly for 20 March 2023
- Release 0.8.3 · capitalone/DataProfiler
What are some alternatives?
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pyWhat - 🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙♀️
JamSpell - Modern spell checking library - accurate, fast, multi-language
usaddress - :us: a python library for parsing unstructured United States address strings into address components
beir - A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
XlsxWriter - A Python module for creating Excel XLSX files.
chatgpt-comparison-detection - Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
superset - Apache Superset is a Data Visualization and Data Exploration Platform
vtuber-livechat-dataset - 📊 VTuber 1B: Billion-scale Live Chat and Moderation Event Dataset
elementary - The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.