Palash Tyagi
|
46abeb12a7
|
applied formatting
|
2025-07-06 20:43:01 +01:00 |
|
Palash Tyagi
|
75d07371b2
|
Increase training epochs from 5000 to 10000 for improved model performance
|
2025-07-06 20:16:06 +01:00 |
|
Palash Tyagi
|
70d2a7a2b4
|
Refactor GaussianNB implementation for improved clarity and stability, including enhanced variance handling and additional unit tests
|
2025-07-06 20:13:59 +01:00 |
|
Palash Tyagi
|
261d0d7007
|
Refactor DenseNN implementation to enhance activation function handling and improve training process
|
2025-07-06 20:03:16 +01:00 |
|
Palash Tyagi
|
005c10e816
|
Enhance activation function tests with edge cases for sigmoid, relu, and their derivatives
|
2025-07-06 20:00:54 +01:00 |
|
Palash Tyagi
|
4c626bf09c
|
Add leaky_relu and dleaky_relu functions with corresponding unit tests
|
2025-07-06 20:00:17 +01:00 |
|
Palash Tyagi
|
ab6d5f9f8f
|
Refactor test module imports in LinReg to improve clarity
|
2025-07-06 19:17:09 +01:00 |
|
Palash Tyagi
|
1c8fcc0bad
|
Refactor LogReg implementation for improved readability by adjusting formatting and organizing imports
|
2025-07-06 19:17:03 +01:00 |
|
Palash Tyagi
|
54a266b630
|
Add unit tests for logistic regression fit and predict methods
|
2025-07-06 18:52:49 +01:00 |
|
Palash Tyagi
|
4ddacdfd21
|
Add unit tests for linear regression fit and predict methods
|
2025-07-06 18:52:15 +01:00 |
|
Palash Tyagi
|
37b20f2174
|
Add unit tests for activation functions: sigmoid, relu, dsigmoid, and drelu
|
2025-07-06 17:51:43 +01:00 |
|
Palash Tyagi
|
b279131503
|
Add model modules for linear regression, logistic regression, dense neural network, k-means, PCA, and Gaussian Naive Bayes
|
2025-07-06 17:43:17 +01:00 |
|
Palash Tyagi
|
eb948c1f49
|
Add Gaussian Naive Bayes implementation with fit and predict methods
|
2025-07-06 17:43:04 +01:00 |
|
Palash Tyagi
|
d4c0f174b1
|
Add PCA implementation with fit and transform methods
|
2025-07-06 17:42:56 +01:00 |
|
Palash Tyagi
|
b6645fcfbd
|
Add Gaussian Naive Bayes implementation with fit and predict methods
|
2025-07-06 17:42:45 +01:00 |
|
Palash Tyagi
|
b1b7e63fea
|
Add Dense Neural Network implementation with forward and training methods
|
2025-07-06 17:42:08 +01:00 |
|
Palash Tyagi
|
be41e9b20e
|
Add logistic regression model implementation
|
2025-07-06 17:41:14 +01:00 |
|
Palash Tyagi
|
1501ed5b7a
|
Add linear regression model implementation
|
2025-07-06 17:40:55 +01:00 |
|
Palash Tyagi
|
dbbf5f9617
|
Add activation functions: sigmoid, dsigmoid, relu, and drelu
|
2025-07-06 17:40:41 +01:00 |
|
Palash Tyagi
|
6718cf5de7
|
Add compute module and update lib.rs to include it
|
2025-07-06 17:40:04 +01:00 |
|