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... with logging in tensorboard and generic visualizations such actual vs predictions and dependency plots. Multiple neuralnetwork architectures for timeseries forecasting that have been enhanced for real-world deployment and come with in-built interpretation capabilities. The package is built on PyTorch Lightning to allow training on CPUs, single and multiple GPUs out-of-the-box.
NeuralProphet bridges the gap between traditional time-series models and deep learning methods. It's based on PyTorch and can be installed using pip. A NeuralNetwork based Time-Series model, inspired by Facebook Prophet and AR-Net, built on PyTorch. You can find the datasets used in the tutorials, including data preprocessing examples, in our neuralprophet-data repository. The documentation page may not we entirely up to date. Docstrings should be reliable, please refer to those when in doubt...
QTrader is a stock and commodity analysis software designed in C#.
It will assist with analysis of the various financial markets and provide a visual medium to assist in making decisions.
QTrader will be designed to integrate with MT4 and MT5.
Some of the features planned for QTrader:
- Artificial Neural Networks for pattern recognition
- Find stock trades based on leading criteria for stock market trades
- Automatic loading of stock data from live sources
- Ability to connect...
JAFF: Just Another Financial Framework. Technical Analysis (studying the price and trading history) of some stock quotes from internet. NeuralNetwork analysis for non-linear prediction and forecasting.
AI based stock technical analysis system. The aim of the system is to perform standard technical anlaysis on stock prices and volumes and use ANN (Artificial NeuralNetwork) to make entry/exit recommendations.
Application of neuralnetwork to predict the future of stock exchange, aerospace ( ufo trajectory ), sound, image, noise, scientific or medical data. You need , by example, 100 days of a numeric data and the number of days to predict (by example 7 days).
A java based neuralnetwork framework. The Auratus network is built around an XML messaging system, allowing for a complete MVC design. Additionally, Auratus networks are constructed and at the node/edge level, allowing for advanced topologies.