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Parameter for (exponentially) moving average

Status: Open.

#23 In npinto/asgd;

· npinto opened on Mar 28, 2012

Working feedback

Status: Open.

#22 In npinto/asgd;

· npinto opened on Mar 28, 2012

Sparsity trick on weights update

Status: Open.

#14 In npinto/asgd;

· npinto opened on Jan 1, 2012

step_size0 should be cross validated on a small subset of the data

Status: Open.

#13 In npinto/asgd;

· npinto opened on Nov 17, 2011

Use η0 / (1 + λ η0 t)^0.75 by default instead of ...^2/3.

Status: Open.

#12 In npinto/asgd;

· npinto opened on Nov 17, 2011

Compute X_mean and X_std in fit().

Status: Open.

#11 In npinto/asgd;

· npinto opened on Nov 15, 2011

ENH: warm-up period with exponential moving asgd and switch from sgd to asgd when empirical loss gets higher

Status: Open.

#9 In npinto/asgd;

· npinto opened on Nov 13, 2011

Online LOOE-like for hyper-parameters selection.

Status: Open.

#8 In npinto/asgd;

· npinto opened on Nov 10, 2011

Weight updates only if margin constraint violated.

Status: Open.

#4 In npinto/asgd;

· npinto opened on Oct 17, 2011

kwargs for mini_batch settings

Status: Open.

#3 In npinto/asgd;

· npinto opened on Oct 17, 2011