| Weka |
open source |
Java |
small data sets |
GUI-based; many algorithms are
already implemented |
https://www.cs.waikato.ac.nz/ml/weka/ |
| DL4J |
open source |
Java |
larger data sets |
code-based |
https://deeplearning4j.org/ |
| TensorFlow |
open source |
Python |
big data sets |
code-based |
https://www.tensorflow.org/ |
| PyTorch |
open source |
Python |
big data sets |
code-based;
many inbuilt algorithms |
https://pytorch.org/ |
| R |
open source |
R |
big data sets |
code-based; many inbuilt algorithms |
https://www.r-project.org/ |
| RapidMiner (similar to Weka) |
open source |
Java |
big data sets |
GUI-based |
https://rapidminer.com/ |
| MATLAB |
closed source |
MATLAB; can interface with programs
written in C++, Java, R,
and Python |
medium sized data sets |
code-based;
many inbuilt algorithms |
https://nl.mathworks.com/?s_tid=gn_logo |
| GNU Octave (alternative for MATLAB) |
open source |
Octave |
medium sized
data sets |
code-based |
https://www.gnu.org/software/octave/ |
