37 Commits

Author	SHA1	Message	Date
novak_99	d483662ce2	Line search method- find optimal learning rates for neural nets.	2022-02-05 00:42:41 -08:00
novak_99	559e55fd89	Added step based learning rate decay	2022-02-04 21:52:00 -08:00
novak_99	43ca8aa5a7	learning rate scheduler- warning with returns fixed	2022-01-30 13:13:50 -08:00
novak_99	38c216c68f	added gram matrix, linear independence check	2022-01-30 10:30:41 -08:00
novak_99	a13e0e344b	Added learning rate schedulers and decay for neural nets.	2022-01-30 01:04:23 -08:00
novak_99	47b29071fd	pow	2022-01-28 17:27:35 -08:00
novak_99	11fee46aa6	readme	2022-01-21 21:47:44 -08:00
novak_99	00004817d9	so	2022-01-21 19:11:23 -08:00
novak_99	983a81d54f	rebuilt so	2022-01-21 16:30:08 -08:00
novak_99	2c83feb410	Added new optimizers for Neural Nets.	2022-01-18 22:26:57 -08:00
novak_99	6e1b7dea70	adam optimizer for neural nets. extra tensor operations. etc.	2022-01-16 00:38:33 -08:00
novak_99	a66308dc78	added new optimizers. fixed isnan.	2022-01-12 18:25:49 -08:00
novak_99	3e287f3b95	Dual formulation of SVM [LINEAR KERNEL ONLY, BATCH GD ONLY]	2021-12-31 18:22:44 -08:00
novak_99	bf667b0a2d	fixed issue in LSA	2021-12-23 19:15:17 -08:00
novak_99	6d7e048b12	Implemented latent semantic analysis	2021-12-23 19:13:55 -08:00
novak_99	b7f7e10b73	Cleaned up code for haris corner/edge detector, added cross product (3d only)	2021-12-17 23:39:14 -08:00
novak_99	8570a97104	Harris corner, edge detection.	2021-12-15 12:59:34 -08:00
novak_99	2b9155a624	mixed and homog. 2nd partial derivatives for multivar functions. hessian_f calculator.	2021-11-20 19:53:43 -08:00
novak_99	8d01a95484	Added QR Decomp.	2021-10-31 22:27:32 -07:00
novak_99	51ec771789	Added logit activation	2021-09-24 21:00:04 -07:00
novak_99	d47cd7e976	Added SVC (linear support vector classification) optimizer with SGD	2021-09-24 16:40:02 -07:00
novak_99	62731255c2	Added mish, sinc, changes to ann and mann	2021-09-10 21:56:27 -07:00
novak_99	f7c175745f	Added MANN (multidimensional output artifical neural net), cleaned up code for ANN and MANN	2021-06-05 22:28:23 -07:00
novak_99	0753ffe261	Reordered functions in Stat.hpp, added Stat.range, Stat.midrange, cleaned up code for LinAlg.max, LinAlg.min	2021-06-04 18:04:51 -07:00
novak_99	086b8bea31	Added Utilities.createMiniBatches, standardized the order of objects in all regression/neural network modules, rebuilt SO	2021-06-02 20:37:27 -07:00
novak_99	3397671049	Added LinAlg.cbrt	2021-06-02 13:40:56 -07:00
novak_99	bc00f633ac	Added LinAlg.euclideanDistance, optimized softmax, rebuilt SO.	2021-06-01 18:29:35 -07:00
novak_99	629f63059c	Added LinAlg.abs, added softsign activation.	2021-05-31 22:55:24 -07:00
novak_99	1756c53b1b	Added trace, reordered activation function map order in HL and OL classes, created buildSO.sh, recompiled	2021-05-28 23:11:02 -07:00
novak_99	e5598185dd	"Vectorized" implementation of SGD for Tanh Reg	2021-05-28 20:56:36 -07:00
novak_99	687dada9f1	"Vectorized" implementation of SGD for CLogLog Reg	2021-05-28 20:36:56 -07:00
novak_99	6a74ea49e8	Rebuilt SO lib file. Removed unnecessary .o files.	2021-05-27 23:09:12 -07:00
novak_99	db159bfe5b	Added LinAlg.exponentiate for vectors, “vectorized” arsinh, arcosh	2021-05-26 21:57:56 -07:00
novak_99	7ae3b348b9	Added LinAlg.full & LinAlg.zerovec, changed implementation of LinAlg.onevec & LinAlg.onemat, “vectorized” csch, sech, coth	2021-05-26 17:18:52 -07:00
novak_99	558e138948	"Vectorized" sigmoid	2021-05-26 00:19:26 -07:00
novak_99	b003b56dad	"Vectorized" sinh & cosh	2021-05-25 23:01:03 -07:00
novak_99	14251a7dbc	"Vectorized" swish	2021-05-25 22:46:52 -07:00