Showing 19 open source projects for "forecasting"

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  • 1
    PyTorch Forecasting

    PyTorch Forecasting

    Time series forecasting with PyTorch

    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.
    Downloads: 8 This Week
    Last Update:
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  • 2
    DSGE.jl

    DSGE.jl

    Solve and estimate Dynamic Stochastic General Equilibrium models

    DSGE.jl is a Julia package developed by the Federal Reserve Bank of New York for estimating and analyzing dynamic stochastic general equilibrium (DSGE) models. It provides tools for Bayesian estimation, filtering, forecasting, and model comparison, supporting both academic research and policy applications. DSGE.jl includes pre-configured models used by central banks and offers extensibility for custom macroeconomic modeling.
    Downloads: 8 This Week
    Last Update:
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  • 3
    Kronos

    Kronos

    A Foundation Model for the Language of Financial Markets

    ...The system introduces a novel tokenization approach that converts continuous financial data into discrete tokens, enabling the model to process market behavior similarly to language. This allows Kronos to perform a variety of quantitative tasks such as forecasting, pattern recognition, and anomaly detection within financial datasets. It is optimized for the noisy and complex nature of market data, distinguishing it from general-purpose time-series models. The project includes multiple pre-trained model sizes and tools for fine-tuning, making it adaptable to different computational constraints and use cases.
    Downloads: 4 This Week
    Last Update:
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  • 4
    Prophet

    Prophet

    Tool for producing high quality forecasts for time series data

    Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.
    Downloads: 10 This Week
    Last Update:
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  • 5
    Premium Markets

    Premium Markets

    Premium Markets is an automated financial technical analysis system.

    Premium Markets is an automated financial technical analysis system. With Premium Markets you can edit and create your own indicators as a composition of more than a hundred common technical analysis functions. It implements a graphical environment for monitoring financial technical analysis of the main stocks and shares markets and currencies. The standalone application includes a full integration of ta-lib C/C++ libraries. Be aware that the provided App available for download may...
    Downloads: 0 This Week
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  • 6
    Rabio

    Rabio

    Rapid Business Information Organizer

    Rapid Business Information Organizer is a software platform designed to organize projects and control their financial activities like budget, costs, earned value, forecast, projection etc. It was designed to take control of budget and costs using a flexible Cost Breakdown Structure (CBS) of cost centers, cost categories with the addition of tags. See more on https://www.rabio.eu
    Downloads: 3 This Week
    Last Update:
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  • 7
    Deep learning time series forecasting

    Deep learning time series forecasting

    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 forecasting framework. ...
    Downloads: 0 This Week
    Last Update:
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  • 8
    AlphaPy

    AlphaPy

    Python AutoML for Trading Systems and Sports Betting

    ...Built on popular libraries like scikit-learn and pandas, it enables data scientists and speculators to craft predictive models, ensemble strategies, and automated forecasting systems with minimal setup. Run machine learning models using scikit-learn, Keras, xgboost, LightGBM, and CatBoost. Generate blended or stacked ensembles. Create models for analyzing the markets with MarketFlow. Develop trading systems and analyze portfolios using MarketFlow and Quantopian's pyfolio.
    Downloads: 0 This Week
    Last Update:
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  • 9
    Fixer

    Fixer

    A foreign exchange rates and currency conversion API

    ...One of its key strengths is its simplicity, as it uses straightforward RESTful endpoints and JSON responses that can be easily integrated into web or mobile applications. Fixer also supports time-series and fluctuation data, enabling more advanced financial analysis and forecasting use cases. While a free tier is available with some limitations, more advanced features such as higher request limits and additional base currencies are offered through paid plans.
    Downloads: 0 This Week
    Last Update:
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  • 10

    Scadenzario

    A way to track your scheduled bills, recursive or not.

    It helps you tracking your scheduled bills or salary or whatever, recursive or not. In a nutshell, it helps to remember and analyze the budget.
    Downloads: 0 This Week
    Last Update:
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  • 11

    Personal Financier

    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)
    Downloads: 0 This Week
    Last Update:
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  • 12
    Cenobi

    Cenobi

    cost estimation and management accounting, using neural networks

    Cenobi is designed for management accountants, not (only) for statisticians and data mining experts. Carefully arranged default settings make sure you can concentrate on Cenobi's many accounting features rather than worrying about setting up artificial neural networks or genetic algorithms, which are the main machine learning tools under Cenobi's hood. Cenobi's main benefits are: - ease of use - Utilizing artificial neural networks to estimate cost relationships, Cenobi is able to...
    Downloads: 0 This Week
    Last Update:
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  • 13
    OpenForecast is a package of general purpose, forecasting models written in Java that can be applied to any data series. No knowledge of forecasting is required. Using this package, the most appropriate algorithm for your data will be selected.
    Downloads: 0 This Week
    Last Update:
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  • 14
    Lokad provides business forecasting services. Get started with sales forecasting, inventory optimization, or staff planning! http://www.lokad.com - This project has been migrated to GitHub, check https://github.com/Lokad/lokad-sdk
    Downloads: 6 This Week
    Last Update:
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  • 15
    TariffEye is a business intelligence software for analysis of banking tariff. It has a builder to construct and digitalize tariff and a reader to simulate portofolios for further analysis and forecasting of banking costs. May be adapted for other sectors
    Downloads: 0 This Week
    Last Update:
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  • 16
    A lightweight time series library. Useful for time series analysis and forecasting.
    Downloads: 0 This Week
    Last Update:
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  • 17
    The aim is to put cashflow forecasting and budget planning tools into the hands of the ordinary person, enabling people to easily check for losses if they need to, and to make more of their money otherwise.
    Downloads: 0 This Week
    Last Update:
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  • 18
    Regatta is a planning system for school personnel on a set of small tasks. It provides a better employment and mobility of teachers over the many activity programs. It supports budgets (time/money) of activity programs and forecasting of personnel needs
    Downloads: 0 This Week
    Last Update:
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  • 19
    ...It operates in various configurations including a Swing client, Java Wireless Client (Phones, PDAs), and EJB server. SellWin offers activity sheduling, contact mgmt., opportunity mgmt., forecasting, quote
    Downloads: 0 This Week
    Last Update:
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