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1. poke-envpoke-envPublic

   A python interface for training Reinforcement Learning bots to battle on pokemon showdown

   Python 319 107

2. Speech-to-mathsSpeech-to-mathsPublic

   Speech-recognition for Latex generation

   CSS 6 2

3. Pokemon-ShowdownPokemon-ShowdownPublic

   Forked fromsmogon/pokemon-showdown

   Pokemon-Showdown fork optimized for RL training performance.

   TypeScript 11 7

4. This function takes a tensorflow dat...This function takes a tensorflow dataset and returns a corresponding dataset implementing cutmix

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   deftf_ds_cutmix(ds,shuffling=1024):

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   ds_shuffled=ds.shuffle(shuffling)

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   defcutmix(p1,p2):

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   img_1,label_1=p1

5. This snippet was used to recover a p...This snippet was used to recover a proper keras model from a saved model which contained a submodel (ie., one of its layers was actually another model), in order to apply model optimization a posteriori (quantization, pruning). It can be extended to handle more type of layers.

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   fromtensorflow.keras.modelsimportSequential

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   importtensorflow.keras.layersaskeras_layers

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   clone=Sequential()

6. A custom tensorflow / keras loss imp...A custom tensorflow / keras loss implementing OHEM (https://arxiv.org/abs/1604.03540) with cross-entropy.

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   importtensorflowastf

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   fromtensorflow.keras.lossesimportcategorical_crossentropy

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   @tf.function

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   defohem_crossentropy_loss(y_true,y_pred):