Image by Author via Python Once the dataset is created, let's create a dual y-axis plot using the following function: The above function usesax2 = ax1.twinx()to create a second y-axis for the stock volume on the right. It plots it as a bar chart using theax2.ba...
(dim, num_heads) self.mlp = FFN(dim, int(dim * mlp_ratio)) def forward(self, x): cls_embed = x[:, :1] cls_embed = cls_embed + self.attn(self.norm1(x)) cls_embed = cls_embed + self.mlp(self.norm2(cls_embed)) return paddle.concat([cls_embed, x[:, 1:]], axis=1)...
{ title: 'Students\' Final Grades', subtitle: 'based on hours studied' }, width: 800, height: 500, series: { 0: {axis: 'hours studied'}, 1: {axis: 'final grade'} }, axes: { y: { 'hours studied': {label: 'Hours Studied'}, 'final grade': {label: 'Final Exam Grade'} ...
Before the data collection process, we conducted various experiments to determine the optimal orientation of the cameras during recording. One setup that proved to be highly unadvisable involved positioning the Leap Motion Controller 2 devices such that the palm of the hand faced the camera, with t...
To evaluate the properties of the light-sheet, images with the static beams were acquired. The images of the static beams were rotated in Fiji such that the orientation of the static beam aligns with the horizontal axis. Subsequently, line profiles were generated and the obtained intensity profi...
A model with the same structure as model 1 was also used to test if gait speed, with the trunk angular velocity RMS as the response variable, changed with the task and the measurement axis. To assess if the task modality changed the TTD, the duration of the walking and turning phases, ...
5C). However, when we decomposed the total Rg into three independent axes, we found that although the fluctuation level was similar between apo and com, apo displayed a more compact stacking in the X-axis but a looser stacking in the Z-axis compared to com (Supplementary Fig. S6B), ...
Before training, we used the contrast limited adaptive histogram equalization (CLAHE) to enhance the local contrast, and data augmentation (vertical and horizontal flip, ±15° rotation, ±10% x-axis shift, ±10% y-axis shift) was applied. We start training the model with a minibatch size ...
This study presents a dual-functional thin film, known as Ag nanoparticles decorated, ZnO nanorods coated silica nanofibers (AgNP-ZnONR-SNF), which demonstrates remarkable capabilities in both water purification and organic pollutants sensing. The 3D fibrous structure of ZnONR-SNF provides a large su...
Due to the sensitivity of ∆G(*OH) to the coordination environments of X-Y sites, it is crucial to quantify the coordination effects on ORR activity. The plot of ∆G(*OH) vs.ϕxxillustrates that these linear functions exhibit a certain offset along the x-axis for different coordinatio...