yhuang

`self.cost = 0.5 * tf.reduce_sum(tf.pow(tf.subtract(self.reconstruction, self.x), 2.0))+\ self.sparse_reg * self.kl_divergence(self.sparsity_level, self.hidden_encode[-1]) ` `def kl_divergence(self, p, p_hat): return tf.reduce_mean(p * tf.log(tf.clip_by_value(p, 1e-8, tf.reduce_max(p))) - p * tf.log(tf.clip_by_value(p_hat, 1e-8, tf.reduce_max(p_hat))) + (1...

About 'sinh'

1

1. The cell-gene matrix from the same batch should be stored in the same '.csv' located in 'input_dir'. Right? 2. The values of cell-gene matrix stored in '.csv' represent the...

The act of 'h2' is 'sigmoid' instead of 'lrelu', why?

1

https://github.com/KrishnaswamyLab/SAUCIE/blob/c2e59683ddf401f07d4c226a420b367181934715/model.py#L154

I download models and embeddings from given google drive link, and run annotate.py (using default args p1=0.8, p2=0.6, p3=0.9) and eval_all.py to calculate metrics. Here are the results: GSC+: micro-precision...