A machine learning toolkit
Language:
C++
Platforms:
Linux, Mac, Windows, etc.
License:
CC0
(Public domain)
Main developers:
Mike Gashler
Luke B. Godfrey
Stephen C. Ashmore
GitHub Site
Overviews and build instructions
Overview of Waffles
Building on Linux
Building on OSX
Building on Windows
Using the
waffles_wizard
utility
Change log
List of contributors
Generated Usage Docs (like man pages)
waffles_audio
waffles_cluster
waffles_dimred
waffles_generate
waffles_learn
waffles_plot
waffles_recommend
waffles_sparse
waffles_transform
waffles_ts
Usage Examples
Data Formats
Visualizing Data
Examples of using supervised learning
Dimensionality Reduction
Collaborative filtering
Document classification
Programming with Waffles
Generated API Docs for the
GClasses
library
Getting started coding with Waffles
Overview of the demo apps
Representing your data with the GMatrix class
Coding with supervised learners
Developing a new learning algorithm
Serialization
Adding a new tool to Waffles
Overview of the most useful classes for ML
Bayesian belief networks
Neural networks
Contributing to Waffles
How to submit a bug report or feature request
Contributions that would benefit this project
Getting the latest source code from our Git repository
How to become a developer on this project
How to cite Waffles
External resources
A list of some free resources for learning about machine learning
Some sources of data
A big list of open source machine learning software