With the help of this specialized tool you can solve complex problems in various scientific fields using advanced genetic programming techniques and algorithms.
GeneXproTools is a Windows application that provides genetic programming instruments for machine learning, data mining and scientific research. It is known for the robust set of features and the ability to handle a wide range of problem types. Please note that the free demo version of GeneXproTools will expire 30 days after activation.
Users are able to automatically evolve input symbolic sequences, eliminating the need for manual formation. Moreover, there are tools for performing regression tasks to reveal the underlying relationships between individual variables. An option to derive source mathematical formulas directly from the data is included as well.
Other programs for working with genetic sequences like SnapGene are available for download.
Classification and prediction
You can quickly categorize incoming information to develop predictive models. It is possible to identify and extract relevant features from large datasets. This is helpful for improving model performance and facilitating data reduction.
There is support for parallel processing. Users are able to leverage multiple CPU cores and GPUs to accelerate model evolution. Additionally, instruments for defining custom stop conditions to control the operation and ensure optimal results are provided.
- free to download and use;
- offers you tools for solving scientific problems by applying genetic programming;
- it is possible to automatically evolve symbolic models;
- there is an option to identify and extract required information from large databases;
- compatible with all modern versions of Windows.