AllenSDK
code for reading and processing Allen Institute for Brain Science data (by AllenInstitute)
KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks (by BaranziniLab)
| AllenSDK | KG_RAG | |
|---|---|---|
| 1 | 5 | |
| 326 | 357 | |
| 0.9% | 36.1% | |
| 8.5 | 9.7 | |
| 4 months ago | 29 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
AllenSDK
Posts with mentions or reviews of AllenSDK.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-19.
-
I want to learn how to code over the summer. I am a neuroscience major and I think this skill would make more marketable for labs on campus.
This is a good idea. Neuroscience (at least Systems Neuro) is getting to a point where experiments can generate humongous amounts of data and computational skills are really important for processing it. I would highly recommend Python, although R is great for fitting statistical models and a lot of labs still rely on Matlab. Python is fast becoming the standard though (from what I have seen). The Allen Institute releases tons of data and the AllenSDK for working with it is all in Python. https://github.com/AllenInstitute/AllenSDK
KG_RAG
Posts with mentions or reviews of KG_RAG.
We have used some of these posts to build our list of alternatives
and similar projects.
- A list of system prompts used for biomedical RAG (KG-RAG) using LLM
- Enable GPT with biomedical knowledge and efficient token usage using KG-RAG
- Supercharge the LLM with a Knowledge Graph Using KG-RAG
- Infusing Domain Knowledge to Large Language Models Using KG-RAG
- Empowering GPT and Llama models with Biomedical knowledge using KG-RAG framework
What are some alternatives?
When comparing AllenSDK and KG_RAG you can also consider the following projects:
graphein - Protein Graph Library
LangChain-SynData-RAG-Eval - LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation
virnet - VirNet: A deep attention model for viral reads identification