wangg12 / DeepBoost.jl

deep boosting algorithm implementation in Julia

DeepBoost.jl

deep boosting algorithm implementation in Julia

Adapted from:

• google's original c++ implementation: https://github.com/google/deepboost
• dmarcous's c++ and R implementation https://github.com/dmarcous/CRAN_deepboost.

Examples

See ionosphere_deepboost.jl for detailed usage, it should be easy to understand.

Note that this work can only do binary classification.

For multi-class deep boosting, please refer to this paper:

Vitaly Kuznetsov, Mehryar Mohri, Umar Syed, Multi-Class Deep Boosting, NIPS'14

Reference Paper

See this paper for details Corinna Cortes, Mehryar Mohri, Umar Syed, Deep Boosting, JMLR'14

Credits

Written and maintained by:

Gu Wang

Yu Yang