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c7154817ee
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Added support for choosing if the step size should decrease for each subsequent epoch
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2022-05-28 03:28:00 +02:00 |
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faa547564c
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Added support for choosing weight and bias initializers
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2022-05-28 03:19:49 +02:00 |
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e7de925373
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Added support for creating matrices with random values
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2022-05-28 03:14:52 +02:00 |
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b20f62309b
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Changed file name because BlankLayer has no real function yet
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2022-05-28 02:28:49 +02:00 |
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cf75abf75c
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Adding neurons to layers is now more robust
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2022-05-28 02:26:56 +02:00 |
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67d94efc39
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Added JavaDoc comments
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2022-05-28 02:10:02 +02:00 |
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e19dec4af9
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Decreased learningRate for each subsequent epoch to reduce the chance of jumping out of a local minimum
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2022-05-25 20:56:55 +02:00 |
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1b296bb5d0
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Added comments to ExampleSine
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2022-05-25 19:48:10 +02:00 |
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74e4d05fa1
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Changed project structure
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2022-05-25 17:37:25 +02:00 |
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b53328b41c
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Added sine example
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2022-05-25 17:28:29 +02:00 |
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a3be9daf02
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Added LeakyReLu (parameter is currently hardcoded)
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2022-05-25 17:28:03 +02:00 |
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f1ca0a9e54
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Changed initialization of weights to gaussian distributed values and biases to 1 (this helps (Leaky)ReLu and doesn't seem hurt tanh yet)
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2022-05-25 17:26:55 +02:00 |
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281b42b0fb
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Added XChart library to plot graphs
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2022-05-25 15:34:28 +02:00 |
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adfd701817
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Added support for creating matrices with Gaussian distributed values
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2022-05-25 15:33:17 +02:00 |
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ffcf9fa975
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Fixed typo
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2022-05-25 02:41:17 +02:00 |
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e02e79308f
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Extracted the gradient descent example into a separate class
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2022-05-25 02:40:58 +02:00 |
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db0481e9cf
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Added gradient descent for vector-valued functions
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2022-05-25 02:39:18 +02:00 |
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1c66f1b72f
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The inputSize of each layer does not need to be specified anymore
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2022-05-25 00:41:38 +02:00 |
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95501bf4b1
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Moved support for adding neurons to FCLayer because BlankLayer is pretty much the same as FCLayer and currently useless
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2022-05-25 00:17:33 +02:00 |
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4766ea0ad9
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Added additional XOR example with later added neurons
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2022-05-23 19:10:43 +02:00 |
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8c82838c54
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Added support for adding new neurons
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2022-05-23 19:09:26 +02:00 |
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7738781bb5
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Added some utility functions (not yet needed)
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2022-05-23 19:08:50 +02:00 |
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7e80e5bc94
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Deleted .idea/workspace.xml and added it to .gitignore
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2022-05-22 22:00:26 +02:00 |
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d0e48cd8fa
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Added README.md
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2022-05-22 21:08:45 +02:00 |
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fc1d803c99
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Added ReLu activation function
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2022-05-22 01:47:39 +02:00 |
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69a6c8df29
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Added MAE loss function
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2022-05-22 01:42:41 +02:00 |
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8376c00470
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Increased range of inital weights and biases to improve results
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2022-05-22 01:17:06 +02:00 |
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5aa9313776
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Added support for different activation and loss functions
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2022-05-22 01:11:38 +02:00 |
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645a8baf2c
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Commented out not yet working code
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2022-05-21 23:32:07 +02:00 |
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a431e08264
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Initial commit
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2022-05-21 23:15:51 +02:00 |
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