85 Commits

Author	SHA1	Message	Date
novak_99	875a10945d	added various loadable datasets, stats module optimizations	2022-02-24 14:05:25 -08:00
SmartAI	cc6e00d091	fix logit funciton error	2022-02-18 10:58:52 +08:00
novak_99	31b031bf91	fixed indent	2022-02-13 15:26:12 -08:00
novak_99	b3aa0d2cc4	configured gitignore, optimized matmult, fixed implicit conversion issue	2022-02-13 15:22:49 -08:00
novak_99	2a21d25999	explicitly added sgd function in ann	2022-02-12 11:16:22 -08:00
novak_99	4cc61e4c1e	discrete cosine transform	2022-02-12 01:32:46 -08:00
novak_99	c21c750727	xyz to rgb & rgb to xyz	2022-02-11 23:25:07 -08:00
novak_99	453b1a8648	added rgb 2 hsv	2022-02-11 19:26:04 -08:00
novak_99	b0b686799c	removed line search	2022-02-10 18:36:56 -08:00
novak_99	bee83e0a39	readme	2022-02-05 00:45:23 -08:00
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	f7df9b5098	moved citation from readme to comments	2022-01-30 13:33:30 -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	daaabb1a7c	so	2022-01-21 19:17:52 -08:00
novak_99	f9b86c2c25	so	2022-01-21 19:14:49 -08:00
novak_99	00004817d9	so	2022-01-21 19:11:23 -08:00
novak_99	90f29f8a89	so	2022-01-21 17:35:54 -08:00
novak_99	f441780e8a	so	2022-01-21 17:23:29 -08:00
novak_99	32bcc472aa	so	2022-01-21 17:12:39 -08:00
novak_99	c93400840a	so	2022-01-21 17:08:31 -08:00
novak_99	1523eea7b8	changes to .so	2022-01-21 16:51:26 -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	2e935a4d87	added rgb2gray	2021-11-30 15:00:29 -08:00
novak_99	66883a3f5d	Added 2nd partial derivative test. Detects saddles, mins and maxes.	2021-11-29 15:08:41 -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	dd0e9cbada	Added third derivative (though mv not good for sinusodials) and third order housing tensor	2021-11-26 00:01:39 -08:00
novak_99	985a8f7f78	added halley's method + invquadinter method	2021-11-24 14:44:08 -08:00
novak_99	38cc0c1502	added lecun weight init methods	2021-11-23 23:45:20 -08:00
novak_99	d60cae6189	3d rotation matrices.	2021-11-23 01:17:38 -08:00
novak_99	30737542ed	Added gaussian filter, added laplacian filter.	2021-11-21 22:43:51 -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