vw
fast and scalable online machine learning algorithm
Install
- All systems
-
curl cmd.cat/vw.sh
- Debian
-
apt-get install vowpal-wabbit - Ubuntu
-
apt-get install vowpal-wabbit - Windows (WSL2)
-
sudo apt-get updatesudo apt-get install vowpal-wabbit - OS X
-
brew install vowpal-wabbit - Raspbian
-
apt-get install vowpal-wabbit - Dockerfile
- dockerfile.run/vw
vowpal-wabbit
fast and scalable online machine learning algorithm
Vowpal Wabbit is a fast online machine learning algorithm. The core algorithm is specialist gradient descent (GD) on a loss function (several are available). VW features: - flexible input data specification - speedy learning - scalability (bounded memory footprint, suitable for distributed computation) - feature pairing
vowpal-wabbit-dbg
fast and scalable online machine learning algorithm - debug files
Vowpal Wabbit is a fast online machine learning algorithm. The core algorithm is specialist gradient descent (GD) on a loss function (several are available). VW features: - flexible input data specification - speedy learning - scalability (bounded memory footprint, suitable for distributed computation) - feature pairing This package contains debug symbols for the binaries shipped by vowpal-wabbit packages.