Features List
stats++ is advanced, comprehensive statistical software for data collection and preprocessing, statistics, machine learning, optimization, and data postprocessing.stats+++ is advanced, comprehensive statistical software for:
- Data collection and preprocessing
- Statistics
- Machine learning
- Optimization
- Data Postprocessing
The full list of features is provided below. Note that features in italic are coded, but not fully integrated into stats++.
Data Collection and Preprocessing
- Feature scaling
- Principal component analysis
- Dimension reduction
Statistics
- Descriptive statistics
Machine Learning
- Supervised learning
- Feedforward neural network
- Recurrent neural network
- Gaussian process
- Unsupervised learning
- Restricted Boltzmann machine
- Deep belief network
- Ensemble learning
Optimization
- Line-search methods
- Bracket methods
- Gradient-based methods
- Evolutionary algorithm
- Simulated annealing
Data Postprocessing
- Regression analysis
- Receiver operating characteristics