SPV4 v0.55.1

• Better Changes, added yfinance for Preprocessing step

Full Changelog: 0.55...0.55.1

SPV4 v0.55

• Works Flawlessly

Full Changelog: 0.5...0.55

SPV4 v0.5

• Ported it on Colab!
• Accurate Predictions!
• Fixed some Bugs

Full Changelog: 0.3...0.5

SPV4 v0.3

• Support for Windows operating system!
• Compatibility with GPUs!
• Eliminated the bothersome optimization process (which was taking too much time!)

Full Changelog: 0.25...0.3

SPV4 v0.25

• Substituted Bayesian Optimization with Optuna Optimization
• Incorporated an update functionality by performing git pulling (Note: Repository cloning is still required)

Full Changelog: 0.201.1...0.25

SPV4 v0.201.1

• Bayesian Optimization!

Full Changelog: 0.201...0.201.1

SPV4 v0.201

Full Changelog: 0.2...0.201

SPV4 v0.2

• Implemented all modifications and updates.
• Revised and consolidated scripts into a single script.
• Incorporated all essential changes to eliminate the need for modifying any data in the files.
• Significantly improved the model's performance, making it superior.

Full Changelog: 0.101...0.2

SPV4 v0.101

The following changes were made to the scripts:

• The scripts were modified to use MAPE (Mean Absolute Percentage Error) instead of R2 (Coefficient of Determination), which is not recommended for time series stock predictions.
• The model was updated with additional layers to improve its performance.
• Plans are being made to add support for Windows.

Full Changelog: 0.1...0.101

SPV4 v0.1

• Documentation has been completed and finalized.
• All scripts have been tested and are fully functional.
• The scripts have been made more verbose and easier to understand through comments.
• I aim to make the project available for Windows PCs in the future.
• Thank you for following the development process of this repository!

Full Changelog: 0.1-alpha-untested...0.1