Palash Tyagi
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5779c6b82d
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Refactor median and percentile functions to handle vertical and horizontal calculations correctly; add corresponding tests for validation
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2025-07-08 21:00:19 +01:00 |
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Palash Tyagi
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a2fcaf1d52
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Add tests for mean, variance, and standard deviation calculations in vertical and horizontal directions
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2025-07-07 23:36:43 +01:00 |
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Palash Tyagi
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122a972a33
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Add statistical distribution functions for matrices
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2025-07-07 21:22:09 +01:00 |
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Palash Tyagi
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e48ce7d6d7
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Add descriptive statistics functions and module integration
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2025-07-07 00:38:09 +01:00 |
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Palash Tyagi
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a08fb546a9
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fixed typo
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2025-07-07 00:02:24 +01:00 |
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Palash Tyagi
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87d14bbf5f
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Moved activations module and update imports in dense_nn and logreg
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2025-07-06 23:50:32 +01:00 |
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Palash Tyagi
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4648800a09
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fixed incorrectly commited file
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2025-07-06 21:16:57 +01:00 |
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Palash Tyagi
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96f434bf94
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Add tests for DenseNN training and MSE loss calculation
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2025-07-06 20:48:04 +01:00 |
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Palash Tyagi
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46abeb12a7
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applied formatting
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2025-07-06 20:43:01 +01:00 |
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Palash Tyagi
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75d07371b2
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Increase training epochs from 5000 to 10000 for improved model performance
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2025-07-06 20:16:06 +01:00 |
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Palash Tyagi
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70d2a7a2b4
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Refactor GaussianNB implementation for improved clarity and stability, including enhanced variance handling and additional unit tests
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2025-07-06 20:13:59 +01:00 |
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Palash Tyagi
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261d0d7007
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Refactor DenseNN implementation to enhance activation function handling and improve training process
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2025-07-06 20:03:16 +01:00 |
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Palash Tyagi
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005c10e816
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Enhance activation function tests with edge cases for sigmoid, relu, and their derivatives
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2025-07-06 20:00:54 +01:00 |
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Palash Tyagi
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4c626bf09c
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Add leaky_relu and dleaky_relu functions with corresponding unit tests
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2025-07-06 20:00:17 +01:00 |
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Palash Tyagi
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ab6d5f9f8f
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Refactor test module imports in LinReg to improve clarity
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2025-07-06 19:17:09 +01:00 |
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Palash Tyagi
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1c8fcc0bad
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Refactor LogReg implementation for improved readability by adjusting formatting and organizing imports
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2025-07-06 19:17:03 +01:00 |
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Palash Tyagi
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54a266b630
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Add unit tests for logistic regression fit and predict methods
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2025-07-06 18:52:49 +01:00 |
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Palash Tyagi
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4ddacdfd21
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Add unit tests for linear regression fit and predict methods
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2025-07-06 18:52:15 +01:00 |
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Palash Tyagi
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37b20f2174
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Add unit tests for activation functions: sigmoid, relu, dsigmoid, and drelu
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2025-07-06 17:51:43 +01:00 |
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Palash Tyagi
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b279131503
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Add model modules for linear regression, logistic regression, dense neural network, k-means, PCA, and Gaussian Naive Bayes
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2025-07-06 17:43:17 +01:00 |
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Palash Tyagi
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eb948c1f49
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Add Gaussian Naive Bayes implementation with fit and predict methods
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2025-07-06 17:43:04 +01:00 |
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Palash Tyagi
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d4c0f174b1
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Add PCA implementation with fit and transform methods
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2025-07-06 17:42:56 +01:00 |
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Palash Tyagi
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b6645fcfbd
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Add Gaussian Naive Bayes implementation with fit and predict methods
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2025-07-06 17:42:45 +01:00 |
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Palash Tyagi
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b1b7e63fea
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Add Dense Neural Network implementation with forward and training methods
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2025-07-06 17:42:08 +01:00 |
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Palash Tyagi
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be41e9b20e
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Add logistic regression model implementation
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2025-07-06 17:41:14 +01:00 |
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Palash Tyagi
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1501ed5b7a
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Add linear regression model implementation
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2025-07-06 17:40:55 +01:00 |
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Palash Tyagi
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dbbf5f9617
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Add activation functions: sigmoid, dsigmoid, relu, and drelu
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2025-07-06 17:40:41 +01:00 |
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Palash Tyagi
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6718cf5de7
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Add compute module and update lib.rs to include it
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2025-07-06 17:40:04 +01:00 |
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