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Natural Gas Distribution


Summit Midstream Partners LP is a United States-based energy solutions provider involved in the oil and gas industry. The company develops, owns, and operates midstream energy infrastructure assets. The company conduct and reports operations in the midstream energy industry through five reportable segments: Northeast, Rockies, Permian, Piceance, and Barnett. It offers systems that gather natural gas from pad sites, wells, and central receipt points connected to the company's systems with provisions to supply to processing plants, contractors, and end-users. The Majority of its assets are located in the producing areas of unconventional resource basins in the continental United States. It derives the majority of its revenues from the Piceance.

More About Our SMLP ML Model...

What kind of parameters do you use to train SMLP stocks ML model?

To train our stocks SMLP ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update SMLP ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your SMLP model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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