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Author	SHA1	Message	Date
Devoalda	cc0bac1a81	Merge pull request #3 from Devoalda/Finalized-Version	2024-03-30 17:31:43 +08:00
MayDay9939	d66a5b595e	updated readme file for submission	2024-03-30 17:27:38 +08:00
MayDay9939	9528df117d	added all images for models	2024-03-30 17:11:02 +08:00
MayDay9939	e56d08d6a6	removed redundant codes that are not in used	2024-03-30 17:02:44 +08:00
devoalda	81218ef597	Updated Project DFT and Original Dataset Model Evaluation	2024-03-22 19:34:31 +08:00
Benjamin Loh	af3e9a096f	final mlp training results ... final mlp training results	2024-03-21 22:18:47 +08:00
Benjamin Loh	c1db0b455a	finalized training results ... finalized training results	2024-03-21 21:57:16 +08:00
devoalda	d5044d9644	Updated Learning curve for CNN	2024-03-21 21:34:43 +08:00
devoalda	b44749a576	Merge remote-tracking branch 'origin/master'	2024-03-21 21:00:02 +08:00
devoalda	ee07227d34	Added DFT Results	2024-03-21 20:59:51 +08:00
Benjamin Loh	97d3d935bd	documentation update for mlp ... documentation update for mlp	2024-03-21 20:49:21 +08:00
Benjamin Loh	097e9e5fa3	Merge pull request #2 from Devoalda/dev ... Hard work	2024-03-21 13:25:46 +08:00
devoalda	66392cbaa1	Code Cleanup	2024-03-20 20:47:02 +08:00
devoalda	b30b3f53b5	Removed Unused Codes	2024-03-20 19:55:13 +08:00
xrando	8f36a76eed	mlp visualization cleanup ... mlp visualization cleanup	2024-03-20 19:20:41 +08:00
xrando	26f2c4718b	Update Project.ipynb ... weight and bias readme update	2024-03-20 17:57:41 +08:00
devoalda	2edc1a4c4a	Updated Distance Calculation	2024-03-20 09:45:06 +08:00
devoalda	0a5036c63b	Updated CNN again	2024-03-19 20:51:33 +08:00
devoalda	59c5b698a0	Updated CNN	2024-03-19 15:49:04 +08:00
devoalda	77241403a8	Updated Visualisation for CNN and MLP	2024-03-19 11:12:44 +08:00
devoalda	d7cf6faad3	Updated CNN :))))))	2024-03-19 11:06:50 +08:00
devoalda	4024d91f62	Updated CNN :)	2024-03-18 23:59:13 +08:00
xrando	8b8d7df330	Update requirements.txt ... updated requirements with PyWavelets-1.5.0	2024-03-18 12:45:19 +08:00
Benjamin Loh	9bdcb1ef60	Merge pull request #1 from Devoalda/dev ... 3D + CNN + MLP	2024-03-18 11:04:46 +08:00
devoalda	bb411245ee	Updated Readme	2024-03-17 22:42:14 +08:00
Benjamin Loh	59a90be0f5	added documentation for visualization of mlp models ... added documentation for visualization of mlp models	2024-03-17 17:47:01 +08:00
devoalda	c773c1be80	Updated CNN Visualisation	2024-03-17 17:36:46 +08:00
Benjamin Loh	03b61e35c7	visualization updates for mlp ... visualization updates for mlp	2024-03-17 16:59:47 +08:00
devoalda	0d818d8d92	Updated plot_features	2024-03-17 16:35:31 +08:00
Benjamin Loh	4e09cc4408	added scatterplot of rx level against first path power level ... added scatterplot of rx level against first path power level	2024-03-17 16:32:06 +08:00
devoalda	e7bd689691	Updated CNN Model	2024-03-16 09:57:21 +08:00
Benjamin Loh	313d9d59e9	mlp updates ... mlp updates	2024-03-15 23:52:51 +08:00
Benjamin Loh	ac917ce86c	mlp updates: 0.8272619247436523 ... mlp training block with seemingly no overfitting based on chart generated	2024-03-15 23:38:09 +08:00
devoalda	f39c91ff4a	Updated with CNN + MLP Accuracy Graphing	2024-03-15 22:46:35 +08:00
Benjamin Loh	b61882e759	mlp model training and eval added ... mlp model training and eval added	2024-03-15 22:36:17 +08:00
devoalda	ffb7fa5776	Updated with CNN + Denoise Functionality	2024-03-15 15:58:35 +08:00
devoalda	31d60d4cd8	Initial commit with Denoise + CNN with comments part 2	2024-03-15 14:41:11 +08:00
devoalda	de839a9938	Initial commit with Denoise + CNN with comments	2024-03-15 14:22:24 +08:00
devoalda	18a561ee2a	Merge remote-tracking branch 'origin/dev' into dev ... # Conflicts: # Project.ipynb	2024-03-11 17:44:59 +08:00
devoalda	3de929a7bc	Updated With FIrst Path Power Level	2024-03-11 17:43:42 +08:00
xrando	c6baad50c6	added some data preprocessing checks using boxplot and statistical analysis ... added some data preprocessing checks using boxplot and statistical analysis	2024-03-11 12:12:47 +08:00
devoalda	4bf91f582b	Updated KNN = 15	2024-03-09 15:33:51 +08:00
devoalda	a75daf529b	Development File Commit	2024-03-05 15:31:37 +08:00
devoalda	880a518881	Updated data cleaning and training models	2024-02-28 21:13:19 +08:00
devoalda	b1e79692a1	Updated Requirements.txt	2024-02-27 16:01:24 +08:00
devoalda	afb9c4930e	Updated Data Cleaning	2024-02-27 15:57:02 +08:00
devoalda	1b41657c8b	Updated with Other Models for testing and Decision tree image	2024-02-25 15:46:33 +08:00
Benjamin Loh	1154e2641e	ml done using random forest classifier ... ml done using random forest classifier	2024-02-25 13:48:30 +08:00
devoalda	3ca3e6b16f	Updated with Loading and Cleaning dataset	2024-02-25 11:28:34 +08:00
devoalda	cd1abfbd9f	Added requirements and modified Readme	2024-02-25 10:47:59 +08:00