 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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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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6e76164ed8
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Padding layer fix.
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2017-09-18 16:35:41 +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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9f88013353
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Recurrent Neural Network
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2017-09-18 02:55:51 +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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b7d00a1b52
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Recurrent Neural Network
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2017-09-18 01:40:40 +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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f4f2d6065b
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Logistic Regression fix
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2017-09-15 20:47:34 +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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Qi, Bob
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62830904df
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use full module name for data_manipulation
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2017-09-07 16:21:21 +08:00 |
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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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a9fbf0a04f
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Neural Network: Model Summary
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2017-08-18 10:24:49 +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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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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eriklindernoren
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2819c1711e
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Batch Normalization: Initialization of running mean and running variance fix
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2017-08-14 14:48:58 +02:00 |
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eriklindernoren
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72b6f6b08a
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Easier construction of conv nets by automatic padding selection. Similarly to Keras. 'valid' or 'same' possible options.
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2017-08-14 14:14:13 +02:00 |
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eriklindernoren
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ce7b704394
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Deep Convolutional GAN
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2017-08-13 19:18:50 +02:00 |
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eriklindernoren
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0f7ea66878
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Refined GAN
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2017-08-10 01:00:07 +02:00 |
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eriklindernoren
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d8012974f4
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Refined batch norm impl.
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2017-08-09 15:49:12 +02:00 |
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eriklindernoren
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d4549930fa
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Batch Normalization layer implemented
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2017-08-09 12:24:59 +02:00 |
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eriklindernoren
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bc31bc7497
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Generative Adversarial Network impl.
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2017-08-08 14:22:41 +02:00 |
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eriklindernoren
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663e4cc467
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Constant padding and zero padding layers
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2017-08-07 13:42:23 +02:00 |
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eriklindernoren
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46fea18e0e
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Constant padding and zero padding layers
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2017-08-07 13:37:01 +02:00 |
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eriklindernoren
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35d2d5e0db
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Constant padding and zero padding layers
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2017-08-07 13:34:49 +02:00 |
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eriklindernoren
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d7a9f3a5de
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Constant padding and zero padding layers
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2017-08-07 13:34:43 +02:00 |
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eriklindernoren
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5d17f2fc5e
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One-hot encoding method renamed to 'to_categorical'
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2017-08-06 18:17:58 +02:00 |
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eriklindernoren
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3b9bcce3aa
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AveragePooling. Pooling parent class.
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2017-08-06 17:14:22 +02:00 |
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eriklindernoren
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7a81dbae52
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Max Pooling
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2017-07-30 18:32:52 +02:00 |
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eriklindernoren
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0fc48fbd5f
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Max Pooling
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2017-07-30 18:28:12 +02:00 |
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eriklindernoren
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b6293b8575
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Conv layer documention
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2017-07-30 12:31:54 +02:00 |
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eriklindernoren
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ebf99cd538
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Convolutional Neural Network
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2017-07-30 05:50:56 +02:00 |
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eriklindernoren
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74aba24c32
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Deep nets: Moved layers to 'mlfromscratch/utils/layers.py'. Keras Sequential-like network construction.
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2017-07-28 21:53:21 +02:00 |
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eriklindernoren
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6af5f087b4
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Deep nets: Moved layers to 'mlfromscratch/utils/layers.py'. Keras Sequential-like network construction.
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2017-07-28 21:42:30 +02:00 |
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eriklindernoren
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980e9621ed
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Dropout layer impl.
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2017-06-18 17:13:29 +02:00 |
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eriklindernoren
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b9766b5af1
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Simple matplotlib wrapper with dim. reduction implemented in utils/misc.py.
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2017-06-17 23:16:38 +02:00 |
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eriklindernoren
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4eb90be16b
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Multilayer Perceptron: Support for implemented optimizers. Softmax activation function and cross entropy loss implemented.
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2017-06-12 00:35:40 +02:00 |
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eriklindernoren
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ea2253f314
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Activation function: Scaled Exponential Linear Unit
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2017-06-10 16:51:43 +02:00 |
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eriklindernoren
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5890fb9da6
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Activation function: Scaled Exponential Linear Unit
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2017-06-10 16:36:42 +02:00 |
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eriklindernoren
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060b486974
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Apriori example output
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2017-06-09 16:48:31 +02:00 |
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eriklindernoren
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8fc3b4bfd2
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PyPI
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2017-06-08 02:15:16 +02:00 |
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