SinaRaoufi / tesla-stock-price-prediction

Tesla stock price forecasting with LSTM using Pytorch πŸ“ˆ

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Tesla stock price prediction πŸ“ˆ

Historical data for Tesla Inc. (5 Years)

About dataset

Tesla, Inc. designs, develops, manufactures, leases, and sells electric vehicles, and energy generation and storage systems in the United States, China, and internationally. The company operates in two segments, Automotive, and Energy Generation and Storage. The Automotive segment offers electric vehicles, as well as sells automotive regulatory credits. It provides sedans and sport utility vehicles through direct and used vehicle sales, a network of Tesla Superchargers, and in-app upgrades; and purchase financing and leasing services. This segment is also involved in the provision of non-warranty after-sales vehicle services, sale of used vehicles, retail merchandise, and vehicle insurance, as well as sale of products to third party customers; services for electric vehicles through its company-owned service locations, and Tesla mobile service technicians; and vehicle limited warranties and extended service plans. The Energy Generation and Storage segment engages in the design, manufacture, installation, sale, and leasing of solar energy generation and energy storage products, and related services to residential, commercial, and industrial customers and utilities through its website, stores, and galleries, as well as through a network of channel partners.

Model

For this forecasting, I use a single layer Long Short-Term Memory (LSTM).

About

Tesla stock price forecasting with LSTM using Pytorch πŸ“ˆ


Languages

Language:Jupyter Notebook 100.0%