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as 06-20-2024 4:00pm EST

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Biotechnology: Laboratory Analytical Instruments

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EyePoint Pharmaceuticals Inc is a pharmaceutical company. It is engaged in developing and commercializing ophthalmic products for the treatment of eye diseases. The company has developed FDA-approved sustained-release treatments in ophthalmology. Its pre-clinical development program is focused on using its core Durasert E and Verisome technology platforms to deliver drugs to treat wet age-related macular degeneration, glaucoma, osteoarthritis, and other diseases. Geographically, the firm has operational footprints in the U.S., China, and the UK. It generates a majority of its revenue from the U.S.

More About Our EYPT ML Model...

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

To train our stocks EYPT 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 EYPT 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 EYPT 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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