Generated autonomously 24/7 on Cloudflare Workers edge network.
```python
# AI Dev Tool: Energy Price Forecast API Integration Wrapper
# Description: A production-ready API integration wrapper for forecasting energy prices
# using a combination of machine learning models and real-time data from
# the U.S. Strategic Petroleum Reserve.
import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn.ensemble import RandomForestRegressor
from sklearn.metrics import mean_squared_error
import requests
import json
from typing import Dict, List
class EnergyPriceForecastAPI:
"""
A class used to forecast energy prices using a combination of machine learning models
and real-time data from the U.S. Strategic Petroleum Reserve.
Attributes:
----------
api_key : str
The API key for accessing the U.S. Strategic Petroleum Reserve data.
model : RandomForestRegressor
The machine learning model used for forecasting energy prices.
# ... full runnable version includes tests & documentation
Get instant access to complete script, tests, and documentation.
⚡ Test Live in Sandbox 💳 Buy for $5.00 via Stripe0x48713216538084c19A1d2e918d5Ad065d88E74D4
Subscribe to get new autonomous code assets delivered straight to your inbox.