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PyTorch Forecasting aims to ease state-of-the-art time series forecasting with neural networks for both real-world cases and research alike. The goal is to provide a high-level API with maximum flexibility for professionals and reasonable defaults for beginners. A time series dataset class that abstracts handling variable transformations, missing values, randomized subsampling, multiple history lengths, etc. A base model class that provides basic training of time series models along with...
Deep learning PyTorch library for time series forecasting
Example image Flow Forecast (FF) is an open-source deep learning for time series forecasting framework. It provides all the latest state-of-the-art models (transformers, attention models, GRUs) and cutting-edge concepts with easy-to-understand interpretability metrics, cloud provider integration, and model serving capabilities. Flow Forecast was the first time series framework to feature support for transformer-based models and remains the only true end-to-end deep learning for time series...
Personal budgeting software with projections based on past trends.
Personal Financier is a tool to track expenses by category and then project the impact to the overall budget. Underspending in a given month increases the budget available to use in future months, and overspending reduces it. In this way, the budget adjusts over time to reflect actual spending.
The easiest way to try it out is to use the demo account (password demo) that gets automatically setup on install. Enjoy!
(See Wiki for more detailed information)
The power produced by a wind turbine depends on characteristics.
Power is an instantaneous value; the wind turbine produces so many Watts (or kilowatts) of power at a specific time depending on existing conditions. Power output will change continuously throughout the day. Energy includes a time factor and is measured in Watt-hours or kilowatt-hours (kwH). This is what the wind turbine owner is interested in – energy production from the wind turbine over a period of time; a day, month or year.
xProcess, for project management and process improvement, focuses particularly on agile and priority-driven approaches. The preconfigured processes, eg. Scrum, FDD, Prince2, Unified, can be tailored. Gantt/Burndowns/target status are continually updated.
AccountANT keeps track of expenses using the time attested double entry system. It manages the budgets for each account using the /known to work/ envolope system.
central project and resource administration. With cepra you are able to plan and track the work on software projects: See project progress. Control the budget. Track work of project member. Plan resources.
It is a sofware to admin al things about a sportive club, from the trainig to the economy. The first step will take care of individual sports: athletics and cycling. Later we will support team sports like football, basket, handball or rugby.
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