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95 votes

How do you visualize neural network architectures?

I recently created a tool for drawing NN architectures and exporting SVG, called NN-SVG
Alex Lenail's user avatar
  • 1,051
52 votes

How do you visualize neural network architectures?

Tensorflow, Keras, MXNet, PyTorch If the neural network is given as a Tensorflow graph, then you can visualize this graph with TensorBoard. Here is how the MNIST CNN looks like: You can add names / ...
Martin Thoma's user avatar
34 votes

Calculation and Visualization of Correlation Matrix with Pandas

Another alternative is to use the heatmap function in seaborn to plot the covariance. This example uses the Auto data set from the ISLR package in R (the same as in the example you showed). ...
Andrew Andrade's user avatar
33 votes

How do you visualize neural network architectures?

There is an open source project called Netron Netron is a viewer for neural network, deep learning and machine learning models. Netron supports ONNX (.onnx, .pb), Keras (.h5, .keras), CoreML (....
han4wluc's user avatar
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27 votes
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make seaborn heatmap bigger

I found out how to increase the size of my plot with the following code... plt.subplots(figsize=(20,15)) sns.heatmap(corr)
redeemefy's user avatar
  • 631
23 votes

How to include labels in sns heatmap

I got your problem like this way: You want to show labels on the x and y-axis on the seaborn heatmap. So for that, sns.heatmap() function has two parameters which ...
Rudra Mohan's user avatar
21 votes

How do you visualize neural network architectures?

In Caffe you can use caffe/draw.py to draw the NetParameter protobuffer: In Matlab, you can use view(net) Keras.js: Also, see Can anyone recommend a Network Architecture visualization tool? (...
Franck Dernoncourt's user avatar
21 votes

How do you visualize neural network architectures?

I would add ASCII visualizations using keras-sequential-ascii (disclaimer: I am the author). A small network for CIFAR-10 (from this tutorial) would be: ...
Piotr Migdal's user avatar
20 votes

How to plot two columns of single DataFrame on Y axis

Feeding your column names into the y values argument as a list works for me like so: ...
user2333453's user avatar
18 votes

How do you visualize neural network architectures?

Keras The keras.utils.vis_utils module provides utility functions to plot a Keras model (using graphviz) The following shows a network model that the first hidden layer has 50 neurons and expects ...
mingxue's user avatar
  • 281
18 votes

GraphViz not working when imported inside PydotPlus (`GraphViz's executables not found`)

See: Graphviz's executables are not found (Python 3.4) and graphviz package doesn't add executable to PATH on windows #1666 and Problem with graphviz #1357 - it's a reoccurring problem (for that ...
Rob's user avatar
  • 513
13 votes

How do you visualize neural network architectures?

Here is yet another way - dotnets, using Graphviz, heavily inspired by this post by Thiago G. Martins.
bytesinflight's user avatar
13 votes

How do you visualize neural network architectures?

I've been working on a drag-and-drop neural network visualizer (and more). Here's an example of a visualization for a LeNet-like architecture. Models with fan-out and fan-in are also quite easily ...
Jesse's user avatar
  • 231
13 votes

How do you visualize neural network architectures?

PlotNeuralNet LaTex tool This solution is not automatically generated (you need to construct the graph by yourself) but the PlotNeuralNet github repo allows you to build images directly from LaTex, ...
Rémi Boutin's user avatar
12 votes

How do you visualize neural network architectures?

The Python package conx can visualize networks with activations with the function net.picture() to produce SVG, PNG, or PIL ...
Doug Blank's user avatar
12 votes

Why do we need data scientists if there are websites like this?

Without having complete knowledge of the features on that website, I would say: Data visualisation is only one part of data the scientist (ds) pipeline from data understanding thought model ...
Multivac's user avatar
  • 2,999
11 votes
Accepted

Heatmap on a map in Python

Looks like the gmaps package is what you're looking for. You can do things like this with it:
Mikhail Yurasov's user avatar
11 votes

My data is highly overlapping, but when I apply logistic regression, it is giving an impressive accuracy of 79%. Why?

Decision Tree, KNN, & Random Forest (Methods that are suitable for overlapping data) This statement is false. All those methods are good when the decision surface (separating surface) has a ...
rapaio's user avatar
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11 votes
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How can I relatively compare these box plots?

The boxplots you have are perfect. They clearly show that the two distributions differ radically: Device 2 has a lower median, lower first and third quartiles, actually lower values than almost all ...
Stephan Kolassa's user avatar
10 votes

How do I make an interactive PCA scatterplot in Python?

There is an awesome library called MPLD3 that generates interactive D3 plots. This code produces an HTML interactive plot of the popular iris dataset that is compatible with Jupyter Notebook. When ...
scottlittle's user avatar
10 votes

How do you visualize neural network architectures?

In R, nnet does not come with a plot function, but code for that is provided here. Alternatively, you can use the more recent and IMHO better package called ...
Ricardo Cruz's user avatar
  • 3,420
10 votes
Accepted

Anybody know what this type of visualisation is called?

This type of visualization is called Arrow and Range plot. You can refer here
prashant0598's user avatar
  • 1,511
9 votes
Accepted

Plotting different values in pandas histogram with different colors

There isn't any built-in function to do this directly in pandas, but by getting the array collection of AxesSubplot, iterating on them to retrieve the matplotlib ...
Julien Marrec's user avatar
9 votes
Accepted

What is the difference between regplot and lmplot in seaborn?

regplot() performs a simple linear regression model fit and plot. lmplot() combines regplot() and FacetGrid. The FacetGrid class helps in visualizing the distribution of one variable as well as the ...
TheDataScienceNinja's user avatar
9 votes

Why do we need data scientists if there are websites like this?

It is a fair question, and now more than ever before with tools like Datarobot and alike... In addition to the answer by Julio Jesus, being the point about dataset building step one of the most ...
German C M's user avatar
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9 votes
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Why it is recommended to use T SNE to reduce to 2-3 dims and not higher dim?

Big Alarm! T-SNE is NOT a dimensionality reduction algorithm (like PCA, LLE, UMAP, etc.). It is ONLY for visualization, and for that sake, more than 3 dimensions does not make sense. T-SNE is not a ...
Kasra Manshaei's user avatar
8 votes

Calculation and Visualization of Correlation Matrix with Pandas

Why not simply do this: ...
Kristada673's user avatar
8 votes
Accepted

AttributeError: type object 'DataFrame' has no attribute 'read_csv'

read_csv() is not available on DataFrame. to read csvs using pandas: ...
manohar amrutkar's user avatar
8 votes
Accepted

How can I make big confusion matrices easier to read?

You can apply a technique I described in my masters thesis (page 48ff) and called Confusion Matrix Ordering (CMO): Order the columns/rows in such a way, that most errors are along the diagonal. Split ...
Martin Thoma's user avatar
8 votes

How to include labels in sns heatmap

Here's how we can add simple X-Y labels in sns heatmap: s = sns.heatmap(cm_train, annot=True, fmt='d', cmap='Blues') s.set(xlabel='X-Axis', ylabel='Y-Axis') OR <...
Dotiyal's user avatar
  • 81

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