pandas-ai
shap-e
| pandas-ai | shap-e | |
|---|---|---|
| 14 | 46 | |
| 11,140 | 11,343 | |
| 4.6% | 1.4% | |
| 9.8 | 4.4 | |
| 11 days ago | 3 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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.
pandas-ai
- PandasAI is great but is there a more general library?
- AI enhanced Pandas Python Library
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[P] Project Asking for Feedbacks, Critiques, and Everything in Between!
I started working on a project recently to familiar myself with LLM's. The project is called matplotlib_ai, and it's inspired by pandas_ai. matplotlib_ai is a package that is able to take in a natural language prompt by the user and generate graphs based on it. As of right now, it uses OpenAI's GPT-3.5 service only (so yes, it requires an API key from OpenAI), but I plan on incorporating other free LLM's too. The GitHub repo is here: https://github.com/notY0rick/matplotlib_ai.
- Trying to run prompt through pandasai and receiving index error
- Pandas AI?
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How do I get Local LLM to analyze an whole excel or CSV?
you could use this https://github.com/gventuri/pandas-ai
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Pandas AI – The Future of Data Analysis
The medium article is ok, if blocked at times. This is just a summary, not by the package author.
You can jump to the code at https://github.com/gventuri/pandas-ai to see more of what it's trying to do.
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AI Weekly rundown (May 7- May 13, 2023): OpenAI's Shap·E, Multimodal GPT, Anthropic's constitutional AI and a lot more.
Pandas gets an AI-powered upgrade. (Link)
- Pandas AI: make data conversational
- PandasAI: Query DataFrames Using LLMs
shap-e
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Text to 3D(shap-e) in our VR worldbuilding app made with godot4. Each generation takes about 20 sec, the output is decent but I see huge potential for this to change asset creation as the results improve. More model to come in the upcoming days.
No. Its all generated with an AI model trained on 3D data from OpenAI (https://github.com/openai/shap-e) . I have an instance running on my machine and I query it from godot.
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Getting Started With Shap-E
Finally, here is the Official Shap-E Github Repository. As Shap-E is a completely open source project, you can find everything that goes into the project here.
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What AI-powered app/website is bugging you that it doesn't exist?
This could be what you’re after https://github.com/openai/shap-e
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SD Webui new extension - Txt/Img to 3D Model
see here https://github.com/openai/shap-e, it also has the original paper
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Why the Sam Altman hate?
OpenAI have been releasing open source models recently, including Whisper (which was SOTA for Speech-to-text) and Shap-E. It's just the large scale LLMs they're not releasing. Also people are choosing to ignore that in Sam's statement before congress he argued only for regulation of large models on the scale of GPT-4, explicitly arguing against regulation of open source efforts.
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Are AI developers not paying enough attention to this? [D]
It's not that no one paying attention to it, it's just the area hasn't had the same results as others. Personally I've tried to build a floor plan generator several years ago and it did not turn out great. I'm not sure of anything architecture specific out there but one recent success for 3d generation was Shape-E
- Getting the slicer to design half of your part feels like cheating!
- shap-e: generate 3D images
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AI Weekly rundown (May 7- May 13, 2023): OpenAI's Shap·E, Multimodal GPT, Anthropic's constitutional AI and a lot more.
(Source)
What are some alternatives?
RasaGPT - 💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
Auto-GPT-MetaTrader-Plugin - The AutoGPT MetaTrader Plugin is a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
promptfoo - Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
sketch - AI code-writing assistant that understands data content
sd-webui-txt-img-to-3d-model - A custom extension for sd-webui that allow you to generate 3D model from txt or image, basing on OpenAI Shap-E.
pandasql - sqldf for pandas
nsfw-prompt-detection-sd - NSFW Prompt Detection for Stable Diffusion
mito - The mitosheet package, trymito.io, and other public Mito code.
WizardVicunaLM - LLM that combines the principles of wizardLM and vicunaLM
PromptQueries - An open-source C# library for generating LINQ queries using natural language prompts. Uses OpenAI API for language processing. Supports IQueryable data sources. Prevents SQL injection attacks. Simple and easy-to-use API.
promptfoo - Test your prompts. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. [Moved to: https://github.com/promptfoo/promptfoo]