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JadeChem

A Windows GUI software for performing machine learning (ML) tasks in chemistry.

Main windows

Features

  • Graphical user interface (GUI) with flow diagram for each ML task
  • MDI application, multiple ML tasks can be run at a time
  • Loading molecular datasets, as well as other datasets (Some datasets are available in the SampleDatasets folder)
  • Feature extraction for molecules (molecular properties and fingerprints)
  • Data scaling & dimensionality reduction
  • Choose, customize, and train various ML models
  • Test and make prediction using trained models
  • Graphical visualization

Download and install

  • Visit our releases page and download the latest installer
  • Run the installer

Supported models

  • Linear Regression
  • Logistic Regression
  • k-Nearest Neighbors
  • Minimum Mean Distance
  • Naive Bayes
  • Decision Tree
  • Random Forest
  • Support Vector Machine (SVM)
  • Multilayer Perceptron (MLP)

*** The ML models in this software are from Accord.net and TorchSharp frameworks.

User should have administrator right to fully utilize this software.