Commit Graph

24 Commits

Author SHA1 Message Date
7ff3032d3c Deep Learning
- added examples
- added requirements
- fixed bug with ML MLP
2024-08-23 17:03:39 +02:00
9ea43beace End of ML
- fixes for clustering
- fixes in general
2024-08-21 19:45:42 +02:00
bba07c0b49 Fixes
- fixed bias
- fixed confusion matrix
- added print of confusion matrix
- fixed dataset incorrectly splitting sharing classes with train and test
- fixed mlp not correctly initializing layers
- better print results
- break if nan in learning
2024-08-21 14:52:25 +02:00
338df0d18b Fixed label and rand 2024-08-20 00:51:41 +02:00
f823479afa Merge branch 'main' of github.com:Berack96/upo-ml 2024-08-19 21:01:41 +02:00
8b1c149535 Fixes for Presentation 2024-08-19 20:58:24 +02:00
ef3669978d Fixes
- last fixes from raspberry
2024-08-19 20:52:51 +02:00
142fe5ccdf Clearing
- moved common functions to separate file
- removed unused values and imports
- added momentum to NN
2024-08-14 08:17:38 +02:00
8e8e0b2d51 KMeans
- implemented KMeans
- fixed non seeded rng
- fixed display exception with NoTargets
- added basic test cases to app
2024-08-12 22:09:41 +02:00
7739878a2c MLP works
- fixed wrong loss function
- fixed rand init
- fixed learning rate
2024-08-12 18:47:29 +02:00
a992539116 MLP
- added backprop
- fixed data for multiclass
- fixed confusion matrix
2024-08-12 16:59:17 +02:00
c0f48e412e Fixed display stats 2024-06-21 00:36:47 +02:00
f800fd1a60 Refactor
- renamed many variables
- results better displayed
- fixed log(0) error with 1e-15
2024-06-11 16:30:59 +02:00
17a7ea9435 MLP h0 2024-06-07 10:29:56 +02:00
3e9bcb87e9 Bugfixes
- fix bug recursion on init
- fix bug linux path
- added regularization
2024-05-02 14:27:57 +02:00
3a4e07afc8 Refactor Dataset
- better finalize function
- support for one-hot-encoding
2024-05-02 14:19:23 +02:00
969338196b LogisticRegression
- implemented LR
- changed classes tree
2024-04-28 19:32:43 +02:00
ed0cfb3aa2 Start classiffication
- added datasets
- start to creating the classes
2024-04-22 20:39:41 +02:00
1fb277bc70 Progress Bar
- added progress bar
- divided dataset into validation, test, learning
- added patience for learning
2024-04-22 15:41:13 +02:00
b4bd976a9d Fixes
- cleaner app.py
- fixed pandas Warning
- better learning method
-power-plant csv fixed
2024-04-21 15:01:17 +02:00
f525cdf280 Fix bugs 2024-04-20 21:21:45 +02:00
18e390d34b Project struct 2024-04-18 18:53:57 +02:00
e362cff0c7 Linear Regression 2024-04-17 20:37:41 +02:00
Giacomo Bertolazzi
d7e7664c37 Initial commit 2024-04-17 18:47:44 +02:00