65 Commits

Author SHA1 Message Date
Christian Risi
3a7f2efa3e Added Advanced Attention Methods 2025-11-29 21:02:47 +01:00
Christian Risi
9640ae1898 Added Self-Supervised Learning 2025-11-29 21:02:01 +01:00
Christian Risi
5d5ecff103 Added Energy Based Models 2025-11-27 21:50:25 +01:00
Christian Risi
55a1d38b63 Added Flow and Vector Fields 2025-11-27 21:50:03 +01:00
Christian Risi
490beb316c Added Flow Generative Models 2025-11-27 21:49:43 +01:00
Christian Risi
9ab2d097c1 Typo 2025-11-20 18:52:06 +01:00
Christian Risi
24cde3c8c1 Fixed typo 2025-11-20 18:51:34 +01:00
Christian Risi
1a30dc6400 Fixed latex math problem 2025-11-20 18:50:24 +01:00
Christian Risi
934c08d4c0 Revised Optimization Notes 2025-11-20 18:47:36 +01:00
Christian Risi
2a96deaebf Revised chapter 4 2025-11-17 17:04:46 +01:00
Christian Risi
247daf4d56 Revised Chapter 3 and added definitions to appendix 2025-11-17 17:04:33 +01:00
Christian Risi
e07a80649a Revised notes and added citations 2025-11-14 12:09:44 +01:00
Christian Risi
434e4cdd0e Revised Notes 2025-11-14 11:11:32 +01:00
Christian Risi
82310e51f2 Added images to chapter 1 2025-11-14 11:11:24 +01:00
Christian Risi
a870f40b32 Added Appendix A to index 2025-11-09 18:55:31 +01:00
Christian Risi
a7fc34baea Added notes for Laplace Operator 2025-11-09 18:54:59 +01:00
Christian Risi
017b6bc6e3 Added small experiments for Laplacian Matrix 2025-11-09 18:54:50 +01:00
Christian Risi
8a023a6079 Revised Notes 2025-11-09 18:54:35 +01:00
Christian Risi
770af61909 Partially revised notes 2025-11-04 15:27:07 +01:00
Christian Risi
e8197d7abc Fixed a formula over Attention 2025-11-04 15:26:54 +01:00
Christian Risi
65288793ce Revised notes 2025-11-02 16:49:01 +01:00
Christian Risi
8768f128fe Added images 2025-11-02 16:48:51 +01:00
Christian Risi
79572ba0cc Added index of contents 2025-11-01 17:11:11 +01:00
Christian Risi
586b295ed8 Revised notes 2025-11-01 17:02:58 +01:00
Christian Risi
e17d067c24 Added images 2025-11-01 17:02:48 +01:00
Christian Risi
53e40751b6 Fixed Typo 2025-10-30 12:38:00 +01:00
Christian Risi
2821a2eaf5 Revised material and added images 2025-10-30 12:36:55 +01:00
Christian Risi
a04c9bcde1 Added images 2025-10-30 12:36:37 +01:00
Christian Risi
2823aeba76 Added images and revised content 2025-10-26 19:39:20 +01:00
Christian Risi
294c9a6783 Added background to images 2025-10-26 19:39:07 +01:00
Christian Risi
a20b1afd8e Added images for a high level approach 2025-10-26 19:38:55 +01:00
Christian Risi
99607d5882 Added images and revised notes 2025-10-25 18:23:43 +02:00
Christian Risi
307a3f7c5d Added RNNs images 2025-10-25 18:23:31 +02:00
Christian Risi
d23d847c2e Added receptive fields section and fixed some info 2025-10-23 17:55:09 +02:00
Christian Risi
fc7cefb93e Added convolution picture 2025-10-23 17:54:51 +02:00
Christian Risi
ed35a6196d Added Chapters 12 and 13 2025-09-16 20:54:51 +02:00
f5bc43c59b Added ch 14 2025-09-13 16:17:35 +02:00
82f8d8e906 Added Polynomials of Laplacian 2025-09-12 22:26:25 +02:00
0e9e33a281 Added Introduction about GNNs 2025-09-11 10:02:02 +02:00
191dc0ff12 Added Transformers 2025-09-08 17:54:01 +02:00
f6960c109b Added Chapter 11 2025-09-03 19:29:00 +02:00
53256e09b8 Validate Markdown 2025-09-03 19:28:51 +02:00
09f6f9951a Added Probabilistic View in chapter 10 2025-09-03 19:28:05 +02:00
Christian Risi
8fdfd57c73 Added Autoencoders 2025-09-02 21:25:17 +02:00
Christian Risi
56c0cf768b Added Generalization Techniques 2025-05-04 12:51:30 +02:00
Christian Risi
4dee495423 Added Chapter for RNNs 2025-04-27 14:48:13 +02:00
Christian Risi
28b6d24da6 Added Stubs for other topics 2025-04-24 13:23:18 +02:00
Christian Risi
9c8caf4120 Added Convolutional Networks 2025-04-24 13:22:58 +02:00
Christian Risi
ac20c47e5a Added Normalization 2025-04-22 12:25:17 +02:00
Christian Risi
8d8266059b Added Hessian Free and Conjugate method 2025-04-20 12:35:09 +02:00