 eriklindernoren
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d8d86600be
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Naive Bayes: Simplified computation of prior. Resolves #39
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2018-05-03 14:24:57 +02:00 |
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eriklindernoren
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f078fc384e
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Code clean up
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2018-01-23 22:53:00 +01:00 |
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eriklindernoren
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da90aa13d3
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Minimal KNN
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2018-01-22 14:34:51 +01:00 |
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eriklindernoren
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193032cfa5
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BN fix
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2018-01-12 23:39:48 +01:00 |
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eriklindernoren
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22b18baf3f
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Renamed 'acc_grad' to 'accum_grad' to reduce ambiguity
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2017-12-23 21:22:33 +01:00 |
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eriklindernoren
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c5256ff2d9
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Particle Swarm Optimization
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2017-10-06 19:34:15 +02:00 |
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eriklindernoren
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3794bde01e
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Particle Swarm Optimization of Neural Nets
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2017-10-06 18:58:22 +02:00 |
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eriklindernoren
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a31169936e
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Neuroevolution example on digit dataset
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2017-10-04 17:41:11 +02:00 |
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eriklindernoren
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7a745750f0
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Neuroevolution example on digit dataset
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2017-10-04 16:56:38 +02:00 |
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eriklindernoren
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dba1ef010c
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Naive Bayes: Division by zero fix
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2017-10-04 14:47:45 +02:00 |
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eriklindernoren
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210620d0e6
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Naive Bayes: Division by zero fix
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2017-10-04 14:43:17 +02:00 |
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eriklindernoren
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b6ef93b7bd
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Cleanup
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2017-10-04 14:18:57 +02:00 |
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eriklindernoren
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7d3e274828
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Neuroevolution: Takes model builder as parameter to enable support of arbitrary network architecture
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2017-10-04 03:02:56 +02:00 |
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eriklindernoren
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d230537cd0
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Neuroevolution
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2017-10-04 01:45:21 +02:00 |
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eriklindernoren
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17e76954d9
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Evolutionary evolved NN
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2017-10-03 18:21:02 +02:00 |
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eriklindernoren
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02e11a7acf
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Evolutionary evolved NN
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2017-10-03 18:05:38 +02:00 |
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eriklindernoren
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550e67af21
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Evolutionary evolved NN
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2017-10-03 17:50:56 +02:00 |
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eriklindernoren
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e21b0f7d1f
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Evolutionary evolved Neural Networks
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2017-10-03 15:25:44 +02:00 |
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eriklindernoren
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ce8321a361
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Neuro-Evolution
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2017-10-03 01:02:09 +02:00 |
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eriklindernoren
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97ffcf7a3e
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Regression
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2017-10-01 13:15:34 +02:00 |
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eriklindernoren
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37a1c98ad8
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Elastic Net Regression
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2017-10-01 12:59:06 +02:00 |
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eriklindernoren
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9739ee26ac
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Regression regularization
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2017-10-01 12:02:54 +02:00 |
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eriklindernoren
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e141f0ee21
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Lasso Regression
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2017-10-01 10:46:08 +02:00 |
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eriklindernoren
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323a04c5ab
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Regression models
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2017-10-01 02:52:37 +02:00 |
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eriklindernoren
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44a98c0194
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Lasso regression
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2017-10-01 02:04:11 +02:00 |
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eriklindernoren
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51150dfd43
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Restricted Boltzmann Machine
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2017-09-30 22:03:17 +02:00 |
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eriklindernoren
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05c879ac21
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Restricted Boltzmann Machine
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2017-09-30 17:17:45 +02:00 |
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eriklindernoren
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c75b1a39d3
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Activation.function to Activation.__call__. Some code refinements.
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2017-09-26 00:40:24 +02:00 |
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eriklindernoren
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f5e125055e
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NN cleanup. Added NeuralNetwork.test_on_batch method.
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2017-09-21 12:28:18 +02:00 |
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eriklindernoren
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2067d12c38
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Cleaned up imports
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2017-09-20 19:17:03 +02:00 |
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eriklindernoren
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5f7d7f4bdf
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Optimizers
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2017-09-20 16:40:30 +02:00 |
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eriklindernoren
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e3a4d623d0
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Code refinements. Batch iterator
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2017-09-20 15:44:23 +02:00 |
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eriklindernoren
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d59c0fda41
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mlfromscratch/deep_learning/
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2017-09-19 00:14:57 +02:00 |
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eriklindernoren
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9a051d0ca7
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'Unrolled' MLP impl.
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2017-09-18 23:51:44 +02:00 |
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eriklindernoren
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d58485e573
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Example folder
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2017-09-18 16:30:09 +02:00 |
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eriklindernoren
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98d247269e
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Recurrent Neural Network
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2017-09-18 02:40:39 +02:00 |
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eriklindernoren
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258fe6d1f4
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Recurrent Neural Network
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2017-09-18 02:11:16 +02:00 |
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eriklindernoren
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8f77243527
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Fully-connected RNN layer
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2017-09-18 01:04:51 +02:00 |
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eriklindernoren
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445e711fab
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Documentation
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2017-09-15 19:18:45 +02:00 |
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eriklindernoren
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4593ffbb64
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Resolves #22
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2017-09-14 01:28:46 +02:00 |
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cclauss
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8edd4a06bc
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Typo in variable name: titel --> title
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2017-09-14 00:33:18 +02:00 |
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eriklindernoren
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2d80562de6
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Regression fix.
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2017-08-21 12:23:21 +02:00 |
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eriklindernoren
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b50b7a1aff
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Loss functions
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2017-08-21 10:53:38 +02:00 |
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eriklindernoren
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d17d4ddf06
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ANN training speedup fix.
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2017-08-21 10:36:53 +02:00 |
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eriklindernoren
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6efe4947c6
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Deep Reinforcement Learning. OpenAI gym evaluation.
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2017-08-18 14:52:33 +02:00 |
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eriklindernoren
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6b3d1b0386
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GAN impl. architecture
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2017-08-18 10:09:19 +02:00 |
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eriklindernoren
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fef15b3052
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Neural Network: AsciiTables for model summary
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2017-08-17 10:50:02 +02:00 |
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eriklindernoren
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e5860da8c9
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Neural Network: Model summary
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2017-08-16 13:37:57 +02:00 |
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eriklindernoren
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b9cd67a7a7
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GAN Summary
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2017-08-16 13:04:15 +02:00 |
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eriklindernoren
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bc6075faee
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Neural Network: Model summary. NeuralNetwork.fit() returns training error and validation error
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2017-08-16 12:41:40 +02:00 |
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