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some visualization projects
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QUESTION
I am working on a parking data app using Streamlit library in python 3.7, I want to display the availability of parking spots using custom JavaScript for visualization. Is it possible to display HTML/javascript elements in streamlit web app
...ANSWER
Answered 2021-Jun-15 at 22:05Digging in Google I found:
You can add HTML using
QUESTION
I have the following chart that calculates premium for each month.
...ANSWER
Answered 2021-Jun-15 at 17:29when using a calculated column for setColumns
,
you can use a custom function, instead of the calc: "stringify"
the function will receive two arguments,
the data table and the row index.
the function should return the value to be displayed (the annotation).
QUESTION
I have issues fine-tuning the pretrained model deeplabv3_mnv2_pascal_train_aug in Google Colab.
When I do the visualization with vis.py, the results appear to be displaced to the left/upper side of the image if it has a bigger height/width, namely, the image is not square.
The dataset used for the fine-tune is Look Into Person. The steps done to do so are:
- Create dataset in deeplab/datasets/data_generator.py
ANSWER
Answered 2021-Jun-15 at 09:13After some time, I did find a solution for this problem. An important thing to know is that, by default, train_crop_size and vis_crop_size are 513x513.
The issue was due to vis_crop_size being smaller than the input images, so vis_crop_size is needed to be greater than the max dimension of the biggest image.
In case you want to use export_model.py, you must use the same logic than vis.py, so your masks are not cropped to 513 by default.
QUESTION
I want to put the "Zoomable sunburst" chart downloaded from observablehq site into the svg box.
How do I edit the module's source code?
The original source code can be found at this link(https://observablehq.com/@d3/zoomable-sunburst?collection=@observablehq/data-visualization-for-developers). I did not change the design of the chart, only the index.html page.
...ANSWER
Answered 2021-Jun-15 at 07:38Here is a working solution: I just changed one line to read:
QUESTION
I'm trying to compute shap values using DeepExplainer, but I get the following error:
keras is no longer supported, please use tf.keras instead
Even though i'm using tf.keras?
...ANSWER
Answered 2021-Jun-14 at 14:52TL;DR
- Add
tf.compat.v1.disable_v2_behavior()
at the top for TF 2.4+- calculate shap values on numpy array, not on df
Full reproducible example:
QUESTION
I installed the Python package yt
simply through pip install yt
. When I tried to import it, it returns the following error message:
ANSWER
Answered 2021-Jun-14 at 11:04I googled your error and found https://mail.python.org/archives/list/yt-users@python.org/message/5C2ZTKNETGVY24QY2G6ED33CGFUPRQSW/ from a couple of months ago, which leads to https://github.com/yt-project/yt/pull/3149.
It looks like the workaround could be to downgrade Matplotlib to a version less than 3.4.0.
QUESTION
I have a react app that has a NavBar and a grid system. This NavBar shows some information and has buttons to run the application and the grid system contains the functions and visualizes the application. I want to have the NavBar button click trigger a function to call in the grid system component, specifically the animateAlgorithm function. As you can see, I already have a provider that shares some state information between these two components. What I don't understand is how to make it call the function.
https://github.com/austinedger0811/path-finding-visualization
App.js
...ANSWER
Answered 2021-Jun-11 at 18:53What you need to do is use the useImperativeHandle
, so you can access the function from outside of your component.
First, call useRef
to create a reference and pass it to your GridContainer
as prop, we will handle the ref
later inside the component using fowardRef
. Then, you need to wrap the animateAlgorithm
inside a handler function and use it as props in NavBar
so you call it when the button is clicked.
App.js
QUESTION
I am trying to recreating the classic pyLDAvis visualization for topic modelling in Altair.
I've hit a snag when it comes to filtering. In the pyLDAvis chart, an empty selection in the scatter chart shows the so-called "Default" topic in the right chart which just shows the total frequencies for each word in the corpus.
On the other hand, if you make a selection in the scatter chart, the bar chart is filtered so that it shows the totals for the selection, overlayed against the overall totals as shown below:
I can get close to this, but as you can see below, there are (at least) two differences:
- my filtered bar chart shows all the segments when there is no selection and,
- only one topic is shown when I make a selection (i.e., there is no overlay)
Does anyone know how I could get closer based on the issues above? That is, I'd like to show only the totals when there is no selection and to overlay the selection with the totals when a point is clicked.
Reproducible Altair code below:
...ANSWER
Answered 2021-Jun-11 at 04:09You could overlay a separate bar plot on top of the first one and only use transform filter on this overlaid plot. To not show any segments on the start you can set the empty behavior of the selection.
QUESTION
I am very new to DC/D3 libraries. I am trying to incorporate DC with ReactJS by having a separate pure JS file that is a reusable D3 component. I am following this example here. Here is the dummy data I am using: json snippet.
This is my App.js:
...ANSWER
Answered 2021-Jun-10 at 20:48Thanks for including a reproducible example. It's really hard to debug D3 and dc.js code by just staring at it without running it.
The problem here is that the scatter plot expects the group keys to be a two-element array of numbers, not just a single number. You can see that the key_function()
, in the regression example which you started from, returns a function returning such keys.
Changing your dimension accordingly:
QUESTION
Description and goal: In R Studio, I would like to define a function that drops columns of a given data.frame if it contains a too high share of missing values, defined by a cutoff value in percent. This function should return information about the subsetted data.frame (number of remaining columns and remaining share of missing cases) together with the subsetted data.frame itself for further analyses. Additionally, there should be an option to visualize remaining missing cases using the function vis_miss()
of the identically named package.
Packages used:
...ANSWER
Answered 2021-Jun-10 at 14:59You were correct in your suspicion that the if(){}
clause was stopping the df from printing. I think return()
stops any function from running further. If that's the case then it's best practice to put it at the end of any function.
Further, use print(df)
to make sure your function outputs your data frame. Here are a few changes to your code
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