Top 11 Python information-retrieval Projects
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EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Project mention: [Question] Best approach for Optical Character recognition on large (20MB+) photos? | reddit.com/r/opencv | 2021-11-10Try easyocr or Tesseract. Both are pretty easy to use and don't need much background in OpenCV.
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Project mention: Gensim – a Python library for topic modelling, document indexing | news.ycombinator.com | 2021-11-25
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Scout APM
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
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There are many different models and loss functions used for ranking (Tensorflow Ranking offers a bunch, probably also available for Jax / Pytorch / etc., or easily convertible).
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forte
Forte is a flexible and powerful NLP builder FOR TExt. This is part of the CASL project: http://casl-project.ai/
Project mention: Building Modular and Re-purposable NLP Pipelines | reddit.com/r/learnmachinelearning | 2021-03-02Introducing Forte, from the CASL open-source project at Petuum. Forte combines multiple NLP tools to construct an entire NLP pipeline with a few lines of python and extend them to different domains.
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Project mention: Non-subscription, non-cloud-based review software? | reddit.com/r/ediscovery | 2021-08-31
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PatZilla
PatZilla is a modular patent information research platform and data integration toolkit with a modern user interface and access to multiple data sources.
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Project mention: NaLCoS: Search commit messages in your repository in natural language | news.ycombinator.com | 2021-09-20
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IP-Tracker
Track any ip address with IP-Tracker. IP-Tracker is developed for Linux and Termux. you can retrieve any ip address information using IP-Tracker.
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BERT-QE
Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".
Project mention: [D] BERT-QE: Contextualized Query Expansion for Document Re-ranking (Research Paper Walkthrough) | reddit.com/r/MachineLearning | 2021-02-24⏩ Paper Title: BERT-QE: Contextualized Query Expansion for Document Re-ranking ⏩ Paper: https://arxiv.org/pdf/2009.07258.pdf ⏩ Code: https://github.com/zh-zheng/BERT-QE ⏩ Author: Zhi Zheng, Kai Hui, Ben He, Xianpei Han, Le Sun, Andrew Yates ⏩ Organisation: University of Chinese Academy of Sciences, Amazon Alexa, Institute of Software, Chinese Academy of Sciences, Max Planck Institute for Informatics
Python information-retrieval related posts
- Gensim – a Python library for topic modelling, document indexing
- How to build a search engine with word embeddings
- The unthinking application of this regex-efficiency check wasted our attention
- NaLCoS: Search commit messages in your repository in natural language
- nokta atışı ip adresi tespit etme (yorumlarda)
- Superior tools to Gensim's similarity
- Best approach for automatic key word extraction
Index
What are some of the best open-source information-retrieval projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | EasyOCR | 13,149 |
| 2 | gensim | 12,694 |
| 3 | ranking | 2,346 |
| 4 | InvoiceNet | 1,868 |
| 5 | pke | 1,036 |
| 6 | forte | 152 |
| 7 | FreeDiscovery | 62 |
| 8 | PatZilla | 58 |
| 9 | nalcos | 48 |
| 10 | IP-Tracker | 29 |
| 11 | BERT-QE | 29 |
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