Online Learning code:
principal line: sparsity
Algorithm: TG -> FOBOS -> RDA ->FTRL -> FTML
{ Online gradient descent } Algorithm: OGD.py
{ Truncated Gradient } Algorithm: TG.py
{ Forward-Backward Splitting } Algorithm: FOBOS.py
{ Regularized Dual Averaging } Algorithm: RDA.py
{ Follow-the-regularized-Leader } Algorithm: FTRL.py
{ Follow-the-regularized-Leader based on Tensorflow } Algorithm: FTRL_Optimizer.py
{ Follow the Moving Leader } Algorithm: FTML.py