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Top 11 Python research-tool Projects
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contextualise
Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
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Aetherius_AI_Assistant
A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.
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Scout Monitoring
Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
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summarizepaper
An AI-powered arXiv paper summarization website with a virtual assistant for answering questions.
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spacetimeengine
A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.
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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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Auto-Research
Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!
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gregory
Artificial Intelligence and Machine Learning to help find scientific research and filter relevant content
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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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Research_GPT
Simple example of autonomous research ran in parallel from my Aetherius Ai Assistant project. Uses Openai's GPT-3.5, GPT-4, and Microsoft Bing Search API.
Github: https://github.com/libraryofcelsus/Aetherius_AI_Assistant
A decade ago when I was interested in General Relativity I wanted to write a simple program to handle symbolic calculations for Einstein field equations (Starting with metric and calculated affine connections, ricci tensor …etc.). Sympy was an option (better because python was the only language I know well) but I found it hard and actually couldn't make it work. I used mathematica which was new for me but did it in a couple of hours. I expanded it later and used it to calculate a lot of things in a black hole paper I published later.
I checked now, and it seems that on this front a lot of development in sympy made it possible that we know how very good libraries built on top of it [1] [2]. There is even now a Jupyter notebook example on schwarzschild metric [3].
[1] https://docs.einsteinpy.org
[2]https://github.com/spacetimeengineer/spacetimeengine
[3] https://github.com/sympy/sympy/blob/master/examples/intermed...
Project mention: Brunoamaral/gregory: Gregory uses AI to help find scientific research | news.ycombinator.com | 2024-04-28
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).
Python research-tool related posts
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Brunoamaral/gregory: Gregory uses AI to help find scientific research
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Ask HN: What software are you dogfooding?
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If you were asked to showcase your best projects, which ones will you choose?
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This Open-Source tool helps getting the Related Work sections done without missing out any important paper. The tool produces a report about the most cited authors and papers within selected papers and unveils overlaps in the references.
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This Open-Source tool helps with getting the Related Work sections done without missing out any important paper. The tool produces a report about the most cited authors and papers within selected papers and unveils overlaps in the references.
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This Open-Source tool helps with getting the Related Work sections done without missing out any important paper. The tool produces a report about the most cited authors and papers within selected papers and unveils overlaps in the references.
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This Open-Source tool helps with getting the Related Work sections done without missing out any important paper. The tool produces a report about the most cited authors and papers within selected papers and unveils overlaps in the references.
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 3 Jun 2024
Index
What are some of the best open-source research-tool projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | contextualise | 1,041 |
| 2 | Aetherius_AI_Assistant | 241 |
| 3 | summarizepaper | 219 |
| 4 | spacetimeengine | 143 |
| 5 | PatZilla | 97 |
| 6 | Auto-Research | 50 |
| 7 | gregory | 44 |
| 8 | shulkr | 36 |
| 9 | Research_GPT | 17 |
| 10 | clus | 9 |
| 11 | Related-Work-Analyser | 5 |
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