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Top 23 Python nlp-machine-learning Projects
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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.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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searchGPT
Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.
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byt5-geotagging
Confidence and Byt5 - based geotagging model predicting coordinates from text alone.
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Writing-Styles-Classification-Using-Stylometric-Analysis
✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.
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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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NLP-Guide
Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.
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BERT-Transformer-Pytorch
Basic implementation of BERT and Transformer in Pytorch in one short python file (also includes "predict next word" GPT task)
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gmail-assist
Get control of your overflowing inbox using GPT-3 to classify your emails by importance.
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modsysML
Model management toolkit for continuous model improvement. Evaluate and compare LLM outputs, test quality, catch regressions and automate.
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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
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google-local-results-ai-server
A server code for serving BERT-based models for text classification. It is designed by SerpApi for heavy-load prototyping and production tasks, specifically for the implementation of the google-local-results-ai-parser gem.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Jarvis: A Voice Virtual Assistant in Python (OpenAI, ElevenLabs, Deepgram) | news.ycombinator.com | 2023-12-18There is another one (Also Jarvis) that's been around for a while and is more useful, wonder if they can combine forces? https://github.com/ggeop/Python-ai-assistant
Not sure if anyone has noticed but OpenAI now has a mobile app (I've been using the PWA all this time) and the voice assistant on there is really strong. Sounds good, fast, and seems to even run a pass on my voice before it submits the query.
Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07
Project mention: Locating discussions about Donald Trump charges by using NLP | /r/OSINT | 2023-07-10They also have a website from what I saw https://www.yachay.ai/ and I visited their Twitter.
Project mention: Prompt engineering framework to test the quality of AI providers and automate data analytics | /r/programming | 2023-07-11
Project mention: Show HN: Open-Source Server Code for Deploying Text Classification Models | news.ycombinator.com | 2023-06-28
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-04-07.
Python nlp-machine-learning related posts
- [N] Huggingface/nvidia release open source GPT-2B trained on 1.1T tokens
- YTRecap (looking for collaborators/contributors)
- Show HN: Answering to: 'What is the contrary of courage?'
- Converse with book – Built with GPT-3
- Converse with a Book [pdf]
- Entity Extraction with Predefined List
- Can I use PyTorch to build a fast capitalization recoverer?
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A note from our sponsor - WorkOS
workos.com | 19 Apr 2024
Index
What are some of the best open-source nlp-machine-learning projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | OpenPrompt | 4,141 |
| 2 | tika-python | 1,406 |
| 3 | contextualized-topic-models | 1,158 |
| 4 | skweak | 909 |
| 5 | Python-ai-assistant | 852 |
| 6 | babyai | 663 |
| 7 | LLM-Finetuning-Toolkit | 650 |
| 8 | dr-doc-search | 601 |
| 9 | searchGPT | 570 |
| 10 | segment-anything-with-clip | 299 |
| 11 | LemmInflect | 246 |
| 12 | byt5-geotagging | 155 |
| 13 | Writing-Styles-Classification-Using-Stylometric-Analysis | 92 |
| 14 | MLH-Quizzet | 66 |
| 15 | NLP-Guide | 64 |
| 16 | rakun2 | 61 |
| 17 | YTRecap | 39 |
| 18 | BERT-Transformer-Pytorch | 38 |
| 19 | gmail-assist | 38 |
| 20 | modsysML | 35 |
| 21 | Text-Summarization-using-NLP | 33 |
| 22 | texta | 32 |
| 23 | google-local-results-ai-server | 13 |
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