SYMBOL INDEX (109 symbols across 6 files)

FILE: fast_pixel_cnn_pp/fast_nn.py
  function down_shift (line 19) | def down_shift(image):
  function right_shift (line 26) | def right_shift(image):
  function _extract_layer_info (line 33) | def _extract_layer_info(network_info, input_, nonlinearity):
  function _create_cache (line 46) | def _create_cache(batch, cache_height, cache_width, channels):
  function reset_cache_op (line 59) | def reset_cache_op():
  function _get_conv_variables (line 64) | def _get_conv_variables(filter_size, input_channels, scope_name, counters):
  function _get_conv2d_variables (line 77) | def _get_conv2d_variables(filter_size, input_channels, counters):
  function _get_deconv2d_variables (line 87) | def _get_deconv2d_variables(filter_size, input_channels, counters):
  function _mod_equal_0 (line 97) | def _mod_equal_0(row_or_col, every):
  function _roll_cache (line 102) | def _roll_cache(cache):
  function down_shifted_conv2d (line 112) | def down_shifted_conv2d(row_input,
  function down_right_shifted_conv2d (line 161) | def down_right_shifted_conv2d(pixel_input,
  function _create_deconv_cache (line 222) | def _create_deconv_cache(li, stride):
  function down_shifted_deconv2d (line 234) | def down_shifted_deconv2d(row_input,
  function down_right_shifted_deconv2d (line 297) | def down_right_shifted_deconv2d(pixel_input,
  function sum_rightshift_downshift (line 367) | def sum_rightshift_downshift(rightshifted_pixel, downshifted_row, col):
  function _conditional_info (line 373) | def _conditional_info(h, batch, filter_channels, counters):
  function _gated_nonlinearity (line 387) | def _gated_nonlinearity(out):
  function gated_resnet_vstack_only (line 393) | def gated_resnet_vstack_only(row_input,
  function gated_resnet_hstack (line 443) | def gated_resnet_hstack(pixel_input,

FILE: fast_pixel_cnn_pp/model.py
  function undo_zeroth_row_bias_when_downshifting (line 11) | def undo_zeroth_row_bias_when_downshifting(row_output, row):
  function undo_zeroth_column_bias_when_rightshifting (line 18) | def undo_zeroth_column_bias_when_rightshifting(pixel_output, col):
  function cache_v_stack_variable (line 25) | def cache_v_stack_variable(v_stack_variable):
  function model_spec (line 39) | def model_spec(row_input,

FILE: fast_pixel_cnn_pp/nn.py
  function int_shape (line 9) | def int_shape(x):
  function concat_elu (line 12) | def concat_elu(x):
  function log_sum_exp (line 20) | def log_sum_exp(x):
  function log_prob_from_logits (line 27) | def log_prob_from_logits(x):
  function discretized_mix_logistic_loss (line 33) | def discretized_mix_logistic_loss(x,l,sum_all=True):
  function sample_from_discretized_mix_logistic (line 76) | def sample_from_discretized_mix_logistic(l,nr_mix,seed=None):
  function get_var_maybe_avg (line 100) | def get_var_maybe_avg(var_name, ema, **kwargs):
  function get_vars_maybe_avg (line 107) | def get_vars_maybe_avg(var_names, ema, **kwargs):
  function adam_updates (line 114) | def adam_updates(params, cost_or_grads, lr=0.001, mom1=0.9, mom2=0.999):
  function get_name (line 140) | def get_name(layer_name, counters):
  function dense (line 149) | def dense(x, num_units, nonlinearity=None, init_scale=1., counters={}, i...
  function conv2d (line 187) | def conv2d(x, num_filters, filter_size=[3,3], stride=[1,1], pad='SAME', ...
  function deconv2d (line 221) | def deconv2d(x, num_filters, filter_size=[3,3], stride=[1,1], pad='SAME'...
  function nin (line 261) | def nin(x, num_units, **kwargs):
  function gated_resnet (line 271) | def gated_resnet(x, a=None, h=None, nonlinearity=concat_elu, conv=conv2d...
  function down_shift (line 298) | def down_shift(x):
  function right_shift (line 302) | def right_shift(x):
  function down_shifted_conv2d (line 307) | def down_shifted_conv2d(x, num_filters, filter_size=[2,3], stride=[1,1],...
  function down_shifted_deconv2d (line 312) | def down_shifted_deconv2d(x, num_filters, filter_size=[2,3], stride=[1,1...
  function down_right_shifted_conv2d (line 318) | def down_right_shifted_conv2d(x, num_filters, filter_size=[2,2], stride=...
  function down_right_shifted_deconv2d (line 323) | def down_right_shifted_deconv2d(x, num_filters, filter_size=[2,2], strid...

FILE: fast_pixel_cnn_pp/plotting.py
  function plot_img (line 11) | def plot_img(img, title=None):
  function img_stretch (line 20) | def img_stretch(img):
  function img_tile (line 26) | def img_tile(imgs, aspect_ratio=1.0, tile_shape=None, border=1,
  function conv_filter_tile (line 73) | def conv_filter_tile(filters):
  function scale_to_unit_interval (line 88) | def scale_to_unit_interval(ndar, eps=1e-8):
  function tile_raster_images (line 96) | def tile_raster_images(X, img_shape, tile_shape, tile_spacing=(0, 0),

FILE: fast_pixel_cnn_pp/test_components.py
  class FastPixelCNNPPTest (line 16) | class FastPixelCNNPPTest(tf.test.TestCase):
    method test_down_shifted_conv2d_layer1_stride1 (line 17) | def test_down_shifted_conv2d_layer1_stride1(self):
    method test_down_shifted_conv2d_layer1_stride1_1by3 (line 20) | def test_down_shifted_conv2d_layer1_stride1_1by3(self):
    method test_down_shifted_conv2d_layer2_stride1 (line 23) | def test_down_shifted_conv2d_layer2_stride1(self):
    method test_down_shifted_conv2d_layer3_stride1 (line 26) | def test_down_shifted_conv2d_layer3_stride1(self):
    method test_down_shifted_conv2d_layer2_stride1_2 (line 29) | def test_down_shifted_conv2d_layer2_stride1_2(self):
    method test_down_shifted_conv2d_layer1_stride2 (line 32) | def test_down_shifted_conv2d_layer1_stride2(self):
    method test_down_shifted_conv2d_layer3_stride1_2_2 (line 35) | def test_down_shifted_conv2d_layer3_stride1_2_2(self):
    method test_down_shifted_deconv2d_layer1_stride2 (line 38) | def test_down_shifted_deconv2d_layer1_stride2(self):
    method test_down_shifted_deconv2d_layer2_stride2 (line 41) | def test_down_shifted_deconv2d_layer2_stride2(self):
    method test_down_shifted_conv2d_deconv2d_layer2_stride2 (line 45) | def test_down_shifted_conv2d_deconv2d_layer2_stride2(self):
    method test_down_shifted_conv2d_conv2d_2_deconv_2_layer2 (line 49) | def test_down_shifted_conv2d_conv2d_2_deconv_2_layer2(self):
    method test_down_shifted_conv2d_conv2d_deconv2d_deconv2d_layer4_stride2 (line 53) | def test_down_shifted_conv2d_conv2d_deconv2d_deconv2d_layer4_stride2(s...
    method test_down_shifted_conv2d_deconv2d_conv2d_deconv2d_layer4_stride2 (line 59) | def test_down_shifted_conv2d_deconv2d_conv2d_deconv2d_layer4_stride2(s...
    method test_down_right_shifted_conv2d_layer1_stride1_1by3 (line 65) | def test_down_right_shifted_conv2d_layer1_stride1_1by3(self):
    method test_down_right_shifted_conv2d_layer1_stride1 (line 69) | def test_down_right_shifted_conv2d_layer1_stride1(self):
    method test_down_right_shifted_conv2d_layer2_stride1 (line 72) | def test_down_right_shifted_conv2d_layer2_stride1(self):
    method test_down_right_shifted_conv2d_layer3_stride1 (line 75) | def test_down_right_shifted_conv2d_layer3_stride1(self):
    method test_down_right_shifted_conv2d_layer1_stride2 (line 78) | def test_down_right_shifted_conv2d_layer1_stride2(self):
    method test_down_right_shifted_conv2d_layer2_stride2 (line 82) | def test_down_right_shifted_conv2d_layer2_stride2(self):
    method test_down_right_shifted_conv2d_layer3_stride2 (line 86) | def test_down_right_shifted_conv2d_layer3_stride2(self):
    method test_down_right_shifted_deconv2d_layer1_stride2 (line 90) | def test_down_right_shifted_deconv2d_layer1_stride2(self):
    method test_down_right_shifted_deconv2d_layer2_stride2 (line 94) | def test_down_right_shifted_deconv2d_layer2_stride2(self):
    method test_down_right_shifted_deconv2d_layer3_stride2 (line 102) | def test_down_right_shifted_deconv2d_layer3_stride2(self):
    method test_down_right_shifted_conv2d_deconv2d_layer2_stride2 (line 110) | def test_down_right_shifted_conv2d_deconv2d_layer2_stride2(self):
    method test_down_right_shifted_conv2d_conv2d_2_deconv_2_layer2 (line 114) | def test_down_right_shifted_conv2d_conv2d_2_deconv_2_layer2(self):
    method test_down_right_shifted_conv2d_conv2d_deconv2d_deconv2d_layer4_stride2 (line 118) | def test_down_right_shifted_conv2d_conv2d_deconv2d_deconv2d_layer4_str...
    method test_down_right_shifted_conv2d_deconv2d_conv2d_deconv2d_layer4_stride2 (line 125) | def test_down_right_shifted_conv2d_deconv2d_conv2d_deconv2d_layer4_str...
    method test_sum_rightshift_downshift (line 132) | def test_sum_rightshift_downshift(self):
    method test_gated_resnet_vstack_only_basic (line 135) | def test_gated_resnet_vstack_only_basic(self):
    method test_gated_resnet_vstack_only_use_h (line 138) | def test_gated_resnet_vstack_only_use_h(self):
    method test_gated_resnet_vstack_only_basic_3layers (line 141) | def test_gated_resnet_vstack_only_basic_3layers(self):
    method test_gated_resnet_vstack_only_use_h_3layers (line 144) | def test_gated_resnet_vstack_only_use_h_3layers(self):
    method test_gated_resnet_vstack_only_use_extra_row_input (line 147) | def test_gated_resnet_vstack_only_use_extra_row_input(self):
    method test_gated_resnet_vstack_only_use_extra_row_input_3layers (line 150) | def test_gated_resnet_vstack_only_use_extra_row_input_3layers(self):
    method test_gated_resnet_vstack_only_use_extra_row_input_and_use_h (line 153) | def test_gated_resnet_vstack_only_use_extra_row_input_and_use_h(self):
    method test_gated_resnet_vstack_only_use_extra_row_input__and_use_h_3layers (line 156) | def test_gated_resnet_vstack_only_use_extra_row_input__and_use_h_3layers(
    method test_gated_resnet_hstack_basic (line 161) | def test_gated_resnet_hstack_basic(self):
    method test_gated_resnet_hstack_use_h (line 164) | def test_gated_resnet_hstack_use_h(self):
    method test_gated_resnet_hstack_basic_3layers (line 167) | def test_gated_resnet_hstack_basic_3layers(self):
    method test_gated_resnet_hstack_use_h_3layers (line 170) | def test_gated_resnet_hstack_use_h_3layers(self):
    method test_gated_resnet_hstack_use_extra_pixel_input (line 173) | def test_gated_resnet_hstack_use_extra_pixel_input(self):
    method test_gated_resnet_hstack_use_extra_pixel_input_3layers (line 176) | def test_gated_resnet_hstack_use_extra_pixel_input_3layers(self):
    method test_gated_resnet_hstack_use_extra_pixel_input_and_use_h (line 179) | def test_gated_resnet_hstack_use_extra_pixel_input_and_use_h(self):
    method test_gated_resnet_hstack_use_extra_pixel_input_and_use_h_3layers (line 182) | def test_gated_resnet_hstack_use_extra_pixel_input_and_use_h_3layers(s...
    method _get_placeholders (line 186) | def _get_placeholders(self, image_size):
    method _setup_test_equal (line 201) | def _setup_test_equal(self, sess, nn_out, full_input, image_size,
    method _test_rows_equal (line 230) | def _test_rows_equal(self,
    method _test_pixels_equal (line 270) | def _test_pixels_equal(self,
    method _setup_conv_tests (line 317) | def _setup_conv_tests(self, batch_size, size, channels, filter_size,
    method _compute_conv_fast_nn_out (line 330) | def _compute_conv_fast_nn_out(self, compute_output_func, network_input,
    method _test_down_shifted (line 384) | def _test_down_shifted(self,
    method _test_down_right_shifted (line 459) | def _test_down_right_shifted(self,
    method _gated_resnet_vstack_only (line 535) | def _gated_resnet_vstack_only(self,
    method _gated_resnet_hstack (line 598) | def _gated_resnet_hstack(self,
    method _test_sum_rightshift_downshift (line 664) | def _test_sum_rightshift_downshift(self,

FILE: fast_pixel_cnn_pp/test_end_to_end.py
  class FastPixelCNNPPEndToEndTest (line 11) | class FastPixelCNNPPEndToEndTest(tf.test.TestCase):
    method test_end_to_end (line 12) | def test_end_to_end(self):