Top 15 Python nlp-machine-learning Projects
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Project mention: Some tips for uploading full episodes to YouTube | reddit.com/r/podcasting | 2022-08-09
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Project mention: OpenPrompt: An Open-Source Toolkit for Prompt-Learning | news.ycombinator.com | 2021-10-15
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
Project mention: Document Parsing - an unsolved problem? | reddit.com/r/LanguageTechnology | 2022-07-19At my previous job we had the same problem which we solved by using Tika. We called it on the server along with other stuff, but there is also a Python binding.
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contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Project mention: Extract words from large data set of reviews by sentiment | reddit.com/r/MLQuestions | 2022-05-23Use CTM https://github.com/MilaNLProc/contextualized-topic-models with sentiment labels to built distribution of words over labels
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Project mention: [P] Programmatic: Powerful Weak Labeling | reddit.com/r/MachineLearning | 2022-04-20
Code for https://arxiv.org/abs/2104.09683 found: https://github.com/NorskRegnesentral/skweak
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mlconjug3
A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.
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Useful set of Tools & Resources for Natural Language Processing (NLP).
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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MLH-Quizzet
This is a smart Quiz Generator that generates a dynamic quiz from any uploaded text/PDF document using NLP. This can be used for self-analysis, question paper generation, and evaluation, thus reducing human effort.
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Text-Summarization-using-NLP
Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization
Project mention: Python Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization. | reddit.com/r/amiralabs | 2022-02-19 -
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NLP-Model-for-Corpus-Similarity
A NLP model I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.
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NLP-quote-maker
A NLP driven script which will give you a quote according to the sentence you feed it. 💬 It pulls data from several API's and makes up a relation by f.e. sentiment of the sentence💫
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draviz
A method for assessing the data readiness of NLP projects, as well as the code necessary for visualizing the outcome of the method.
Project mention: We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing | reddit.com/r/LanguageTechnology | 2021-10-14 -
Python nlp-machine-learning related posts
- Some tips for uploading full episodes to YouTube
- Tools & Resources for NLP
- [P] Programmatic: Powerful Weak Labeling
- Show HN: Programmatic – a REPL for creating labeled data
- Python Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization.
- OpenPrompt: An Open-Source Toolkit for Prompt-Learning
- We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing
Index
What are some of the best open-source nlp-machine-learning projects in Python? This list will help you:
Project | Stars | |
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1 | NeMo | 4,582 |
2 | OpenPrompt | 1,798 |
3 | tika-python | 1,187 |
4 | contextualized-topic-models | 917 |
5 | skweak | 810 |
6 | mlconjug3 | 44 |
7 | NLP-Guide | 29 |
8 | MLH-Quizzet | 25 |
9 | Text-Summarization-using-NLP | 21 |
10 | Sentimentanalysis | 8 |
11 | NLP-Model-for-Corpus-Similarity | 8 |
12 | twitter-stock-sentiment | 7 |
13 | NLP-quote-maker | 3 |
14 | draviz | 2 |
15 | Twitter-Sentiment-analysis-Python | 2 |
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