Issues

Parameter for (exponentially) moving average
npinto/asgd#23 · opened on Mar 28, 2012
Working feedback
npinto/asgd#22 · opened on Mar 28, 2012
Sparsity trick on weights update
npinto/asgd#14 · opened on Jan 1, 2012
step_size0 should be cross validated on a small subset of the data
npinto/asgd#13 · opened on Nov 17, 2011
3
Use η0 / (1 + λ η0 t)^0.75 by default instead of ...^2/3.
npinto/asgd#12 · opened on Nov 17, 2011
Compute X_mean and X_std in fit().
npinto/asgd#11 · opened on Nov 15, 2011
ENH: warm-up period with exponential moving asgd and switch from sgd to asgd when empirical loss gets higher
npinto/asgd#9 · opened on Nov 13, 2011
Online LOOE-like for hyper-parameters selection.
npinto/asgd#8 · opened on Nov 10, 2011
Weight updates only if margin constraint violated.
npinto/asgd#4 · opened on Oct 17, 2011
1
kwargs for mini_batch settings
npinto/asgd#3 · opened on Oct 17, 2011