OctOpus - Give it data and a question. It does the data science.
by•
Connect your data and ask a question. OctOpus explores it, writes and runs the code, fixes its own errors, tests models on data they never saw, and delivers the model, a dashboard and a working app. Sell what you build on the Marketplace and keep 70%.
Replies
Hey Product Hunt, Doudou here. Solo founder, data scientist.
OctOpus is not a chatbot that explains data science. It does it.
Give it a dataset and a goal. It:
- writes real training code and runs it in a sandbox
- repairs its own errors and iterates
- carves a hold-out set before the first experiment and recomputes every metric on it
- rejects leakage and anything that only wins on data it has already seen
- picks the model from what it measures, from foundation models to classical
What you can build:
- tabular and forecasting models
- fine-tuned language models
- speech and voice models, including low-resource languages like Wolof
- neural networks and tokenizers written from scratch
- dashboards and deployed apps on top of the winning model
It connects to Postgres, Snowflake, BigQuery, Databricks, S3, Hugging Face and Kaggle.
Then sell what you built on the Marketplace and keep 70%.
We didn't build another model. We built the data scientist.
Break it on your own data and tell me where. I'm here all day.