48 Commits

Author	SHA1	Message	Date
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	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	52c4a8c682	random commit	2021-12-15 13:01:01 -08:00
novak_99	8570a97104	Harris corner, edge detection.	2021-12-15 12:59:34 -08:00
novak_99	2e935a4d87	added rgb2gray	2021-11-30 15:00:29 -08:00
novak_99	5764f20ed2	Added growth method for solving diffrential equations, added dy, dx, gradient magnitude and orientation of image calculators	2021-11-28 21:25:35 -08:00
novak_99	074de5b24b	Added euler's method for solving diffrential equations. Single and double variable functions.	2021-11-27 22:55:44 -08:00
novak_99	f48ef24006	Added tensor vector mult, added third order taylor series approx for mv and uv functions	2021-11-27 00:08:37 -08:00
novak_99	985a8f7f78	added halley's method + invquadinter method	2021-11-24 14:44:08 -08:00
novak_99	d60cae6189	3d rotation matrices.	2021-11-23 01:17:38 -08:00
novak_99	cd0de3bf7c	added laplacians	2021-11-21 16:02:21 -08:00
novak_99	e44834cd03	Added quadratic, linear, constant approx. for functions, added newtonian 2nd order method for optimization	2021-11-21 11:39:03 -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	738900f4b5	Added numerical analysis class. Added method for poly/sinusodial/etc. function defs, added numerical diff method for both multivar & univar functions, added a jacobian vector calculator, added newton raphson method	2021-11-12 12:35:37 -08:00
novak_99	31eb41c513	cholesky decompositon! + positive semi-def checker for matrices	2021-11-11 21:48:49 -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	6dfa1cafe3	Minor optimization to LinReg.normalEquation	2021-06-03 21:43:28 -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	5a1392bdd1	Added LinAlg.solve (to solve linear systems)	2021-05-30 13:11:12 -07:00
novak_99	3a1a85da92	Added LinAlg.max & LinAlg.min (for matricies), LinAlg.matrixProduct, and LinAlg.sqrt	2021-05-30 11:01:11 -07:00
novak_99	d6e94f662b	Implemented LinAlg.kronecker_product	2021-05-29 21:38:07 -07:00
novak_99	baae76a5e0	Added LinAlg.diag, changed name of LinAlg.vecmult to LinAlg.outerProduct, rebuilt SO	2021-05-29 17:39:57 -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	13b0d76c5c	"Vectorized" implementation of SGD for ProbitReg	2021-05-28 19:37:34 -07:00
novak_99	4c65bb36d7	"Vectorized" the implementation of SGD for Log & Lin Reg	2021-05-28 19:26:10 -07:00
novak_99	c69693b86b	"Vectorized" arcoth	2021-05-28 17:21:13 -07:00
novak_99	a84e38fc59	"Vectorized" artanh & arcsch	2021-05-28 16:29:02 -07:00
novak_99	db159bfe5b	Added LinAlg.exponentiate for vectors, “vectorized” arsinh, arcosh	2021-05-26 21:57:56 -07:00
novak_99	4d400e96d0	Merge branch 'main' of https://github.com/novak-99/MLPP-pre-release into main	2021-05-26 17:36:29 -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
marc	d3969c70c9	Update main.cpp	2021-05-26 00:38:53 -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
novak_99	6cb5770a26	Added median & mode	2021-05-25 20:33:41 -07:00
novak_99	17884c6c15	To do: Add LeakyRelu, Elu to ANN	2021-05-25 16:29:36 -07:00
novak-99	13e5c9c761	Add files via upload	2021-05-23 20:22:24 -07:00