MNIST Digit classification with Keras- Using the MNIST handwriting recognition dataset, this notebook trains a neural network with Keras and then explains predictions usingshap. Keras LSTM for IMDB Sentiment Classification- This notebook trains an LSTM with Keras on the IMDB text sentiment analysis da...
For non-transformer models :-The repository current supports the LSTM, LSTM attention and CNN GRU models. In the params set bert_tokens to False and model name according to Parameters section (either birnn, birnnatt, birnnscrat, cnn_gru). For more details about the end to end pipleline vis...
1). The choice of LSTM was mainly motivated by the sequential nature of the data. We did not explore models with larger capacity due to relative simplicity of the task. While it is possible to feed in the entire history of choices and rewards obtained for each participant to LSTM, there...
3,4,5. For example, in the 2016 U. S. presidential election, each adult was shown, on average, more than one item with false content6. On top of that, there were more user interactions with deliberately false content
Keras LSTM for IMDB Sentiment Classification - This notebook trains an LSTM with Keras on the IMDB text sentiment analysis dataset and then explains predictions using shap. GradientExplainer An implementation of expected gradients to approximate SHAP values for deep learning models. It is based on co...
MNIST Digit classification with Keras- Using the MNIST handwriting recognition dataset, this notebook trains a neural network with Keras and then explains predictions usingshap. Keras LSTM for IMDB Sentiment Classification- This notebook trains an LSTM with Keras on the IMDB text sentiment analysis da...
MNIST Digit classification with Keras- Using the MNIST handwriting recognition dataset, this notebook trains a neural network with Keras and then explains predictions usingshap. Keras LSTM for IMDB Sentiment Classification- This notebook trains an LSTM with Keras on the IMDB text sentiment analysis da...
MNIST Digit classification with Keras - Using the MNIST handwriting recognition dataset, this notebook trains a neural network with Keras and then explains predictions using shap. Keras LSTM for IMDB Sentiment Classification - This notebook trains an LSTM with Keras on the IMDB text sentiment analysi...
MNIST Digit classification with Keras - Using the MNIST handwriting recognition dataset, this notebook trains a neural network with Keras and then explains predictions using shap. Keras LSTM for IMDB Sentiment Classification - This notebook trains an LSTM with Keras on the IMDB text sentiment analysi...
MNIST Digit classification with Keras - Using the MNIST handwriting recognition dataset, this notebook trains a neural network with Keras and then explains predictions using shap. Keras LSTM for IMDB Sentiment Classification - This notebook trains an LSTM with Keras on the IMDB text sentiment analysi...