update_data Struct Reference

Public Attributes
float	update
float	ftrl_alpha
float	ftrl_beta
float	l1_lambda
float	l2_lambda
float	predict
float	normalized_squared_norm_x
struct OjaNewton *	ON
float	g
float	sketch_cnt
float	norm2_x
float *	Zx
float *	AZx
float *	delta
float	bdelta
float	prediction

Detailed Description

Definition at line 20 of file ftrl.cc.

Member Data Documentation

AZx

float* update_data::AZx

Definition at line 26 of file OjaNewton.cc.

Referenced by OjaNewton_setup().

bdelta

float update_data::bdelta

Definition at line 28 of file OjaNewton.cc.

Referenced by update_Z_and_wbar().

delta

float* update_data::delta

Definition at line 27 of file OjaNewton.cc.

Referenced by OjaNewton_setup(), and update_Z_and_wbar().

ftrl_alpha

float update_data::ftrl_alpha

Definition at line 23 of file ftrl.cc.

Referenced by inner_update_cb_post(), inner_update_cb_state_and_predict(), inner_update_pistol_state_and_predict(), inner_update_proximal(), and predict_with_confidence().

ftrl_beta

float update_data::ftrl_beta

Definition at line 24 of file ftrl.cc.

Referenced by inner_update_cb_post(), inner_update_pistol_state_and_predict(), inner_update_proximal(), and predict_with_confidence().

g

float update_data::g

Definition at line 22 of file OjaNewton.cc.

Referenced by learn(), update_normalization(), and update_wbar_and_Zx().

l1_lambda

float update_data::l1_lambda

Definition at line 25 of file ftrl.cc.

Referenced by inner_update_proximal().

l2_lambda

float update_data::l2_lambda

Definition at line 26 of file ftrl.cc.

Referenced by inner_update_proximal(), and predict_with_confidence().

norm2_x

float update_data::norm2_x

Definition at line 24 of file OjaNewton.cc.

Referenced by compute_Zx_and_norm(), and learn().

normalized_squared_norm_x

float update_data::normalized_squared_norm_x

Definition at line 28 of file ftrl.cc.

Referenced by inner_update_cb_state_and_predict(), and update_state_and_predict_cb().

ON

struct OjaNewton* update_data::ON

Definition at line 21 of file OjaNewton.cc.

Referenced by compute_Zx_and_norm(), make_pred(), OjaNewton_setup(), update_normalization(), update_wbar_and_Zx(), and update_Z_and_wbar().

predict

float update_data::predict

Definition at line 27 of file ftrl.cc.

Referenced by inner_update_cb_state_and_predict(), inner_update_pistol_state_and_predict(), update_state_and_predict_cb(), and update_state_and_predict_pistol().

prediction

float update_data::prediction

Definition at line 29 of file OjaNewton.cc.

Referenced by make_pred(), and predict().

sketch_cnt

float update_data::sketch_cnt

Definition at line 23 of file OjaNewton.cc.

Referenced by learn(), and update_Z_and_wbar().

update

float update_data::update

Definition at line 22 of file ftrl.cc.

Referenced by inner_update_cb_post(), inner_update_pistol_post(), inner_update_proximal(), update_after_prediction_cb(), update_after_prediction_pistol(), and update_after_prediction_proximal().

Zx

float* update_data::Zx

Definition at line 25 of file OjaNewton.cc.

Referenced by compute_Zx_and_norm(), learn(), OjaNewton_setup(), and update_wbar_and_Zx().

---

The documentation for this struct was generated from the following files:

• /mnt/c/w/linux/vowpal_wabbit/vowpalwabbit/ftrl.cc
• /mnt/c/w/linux/vowpal_wabbit/vowpalwabbit/OjaNewton.cc