AI Data Scientist
AI-powered Data Analysis Framework for Python.
Features
- CSV and Excel loading
- Data Cleaning
- Statistics Analysis
- Correlation Analysis
- Feature Engineering
- AutoML
- Data Visualization
- OpenAI Integration
- Claude Integration
- Chat With Dataset
- SQL Agent
- HTML Reports
- Streamlit Dashboard
Installation
pip install aidatascientist
Quick Start
from aidatascientist import DataAgent
agent = DataAgent()
agent.load("data.csv")
agent.clean()
stats = agent.analyze()
print(stats)
AutoML Example
result = agent.train_model(
target="price"
)
print(result)
AI Chat Example
from aidatascientist.llm.openai_provider import OpenAIProvider
provider = OpenAIProvider(
api_key="YOUR_API_KEY"
)
agent.connect_llm(provider)
answer = agent.ask(
"Which features are most important?"
)
print(answer)
Author
Sarkis Tamaryan
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for aidatascientist 1.0.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| aidatascientist-1.0.1.tar.gz | 7.8 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| aidatascientist-1.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 19.8 kB
Release files / aidatascientist-1.0.1.tar.gz
| Download URL | aidatascientist-1.0.1.tar.gz |
|---|---|
| Size | 7.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / aidatascientist-1.0.1-py3-none-any.whl
| Download URL | aidatascientist-1.0.1-py3-none-any.whl |
|---|---|
| Size | 12.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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