Questions tagged [jupyter]
Jupyter is a collection of environments and protocols for interactive computing. It supports many languages and kernels, and works with frontends including the web application Jupyter Notebook. Jupyter was split from IPython in 2015, and Jupyter Notebook is based on IPython Notebook.
157
questions
1
vote
0
answers
10
views
Is it possible to work with AWS Sagemaker Studio Notebooks using a local IDE?
Is it possible to work with AWS Sagemaker Studio Notebooks using an IDE such as VSCode or PyCharm/IntelliJ running on my local machine?
And if yes, how?
Ideally I'd like to want to connect to the ...
- 111
0
votes
0
answers
14
views
Install package from conda-forge
I am trying to install the TRIQS package from conda-forge. As mentioned here, I used conda install -c conda-forge triqs on ...
- 101
0
votes
0
answers
9
views
Running all cells again adding new rows instead of return new dataframe
i am creating a class just like lazypredict library but with k fold support and return a data frame withh the mean score of every model every thing works and i can ...
- 101
0
votes
1
answer
149
views
pl.datetime plots as days since epoch or 1970, if formatted - polars and matplotlib
I'm attempting to port some old reports from Pandas to Polars. I am happy with the data, and am now attempting to plot a few time series. This is working, but I'm finding that matplotlib just doesn't ...
- 123
0
votes
2
answers
28
views
What ML Algo should I use to plot & predict customer location vs. amount spent?
Im using real customer csv files from my ecommerce store. I was initially going to use k cluster with 2 values. I want the two values to be Province Code, and amount spend on my store. This will ...
0
votes
1
answer
37
views
numpy power function output for 2 to the power 63
I am running some test code and observed something strange. the numpy power function giving strange output post 2 to the power 62
...
- 111
0
votes
0
answers
199
views
Problems with implementing LIME
Hope you are holding on tight, Christmas soon!
**Updates:
I'm only able to get the results in probability but I want it in pure binary (0 or 1). I tried using .predict instead of predict_proba(x_test) ...
- 1
0
votes
0
answers
34
views
How to use my resampled data (through SMOTE) for my models?
I'm quite new to Python coding so maybe this is an obvious thing.
I am dealing with an imbalanced data set. I have encoded the categorical features and transformed them into numpy.array. After this, I ...
- 1
0
votes
1
answer
22
views
How do I Profile a Jupyter Cell and Rank it by Cumulative Time?
I'm using SciKit-Learn's OneHotEncoder to encode some categorical features. However, the time complexity of the function seems to have an exponential dependence on ...
- 523
0
votes
1
answer
113
views
Image is rendered when I run jupyter notebook locally, but the image is not rendered when I see the same jupyter notebook on github
I went on github issues to find solutions from people who has similar issue but none of them worked for me. Can someone please help?
- 1
0
votes
0
answers
80
views
control Append in loop python
I have a csv file and am working on a custom dictionary function where I would like to append values by user input; but, it is appending multiple times.
Which keys are occurring is shown in image:1.
I ...
0
votes
0
answers
20
views
ValueError: Input 0 of layer "lstm_6" is incompatible with the layer
I am trying to create a hybrid model which is consists of EfficientNetB7 and LSTM.
...
- 27
0
votes
1
answer
304
views
Colab Pro+ CNN GPU memory saturation
I have a problem when executing jupyter notebook for CNN in colab pro+, to train a model with a size of 560664x48x48x1.
normally the data is composed of images with a size of 48x48.
I used 10 fold ...
- 101
1
vote
1
answer
298
views
Reproduce Keras training results in Jupyter Notebook
I am using keras and Jupyter notebook and want to make my results reproducible every time I ran it. This is the tutorial I used https://machinelearningmastery.com/time-series-prediction-lstm-recurrent-...
- 165
1
vote
1
answer
25
views
I want to make a model that minimizes the heat supply, what should I do?
I am a beginner Python user. My weather data is made up of various variables. It consists of three months of one-minute time data, ambient environmental data (sunlight, ambient temperature, wind speed,...
- 13
0
votes
0
answers
160
views
I want to create a network graph with multiple features on python
I have a dataframe of stock tickers which have a few features. Below is the dataframe:
Currently I am using networkx and pyvis to create network graphs. At the moment, I'm only able to use either one ...
- 1
0
votes
1
answer
2k
views
Tensorflow gpu not available for jupyter notebook
I am trying to make tensorflow work with gpu support.
First I have tensorflow-gpu installed:
However, there is no gpu available....
- 11
0
votes
0
answers
357
views
Colab Pro+ notebook stopped being busy when reopened without producing any output
I am training a fairly large dataset on Colab Pro+ with background execution. While the cell is running, the status reads 'busy' and I can check from the Resources tab that the notebook is indeed ...
- 1
0
votes
1
answer
34
views
How to count words in a dataframe?
I would like to count how many Male and female who answer (ex. Biking / Cycling).
Below is the sample data:
- 1
-1
votes
1
answer
2k
views
AttributeError: 'NoneType' object has no attribute 'landmark'
I am on windows, using jupyter notebook, Mediapipe:Holistic Solution, Python, tensorflow.
I am using a Holistic solution and trying to get the left hand, right hand and pose landmarks. I am giving my ...
- 1
0
votes
0
answers
166
views
How can i merge two datasets with similar words in python?
For instance i have a row value on the dataset_1 : "Entity" = Apple
dataset_2 : "Entity" = iCloud Apple
(Entity is the column) I need to merge one dataset to the other by the ...
- 1
0
votes
1
answer
30
views
Using large files in a OVHcloud AI notebook
I’m trying to train an artificial intelligence model on OVHCloud AI Notebooks with the Common Voice’s dataset from Mozilla.
The problem is that this database has a 70 GB size. I have tried to download ...
- 1
1
vote
0
answers
205
views
Reduce MNIST dataset
I am working on the MNIST dataset. How I can reduce 50% of this data?
(x_train, y_train), (x_test, y_test) = keras.datasets.mnist.load_data()
0
votes
1
answer
519
views
gym car racing v0 using DQN
I am currently learning reinforcement learning and wanted to use it on the car racing-v0 environment. I have successfully made it using PPO algorithm and now I want to use a DQN algorithm but when I ...
- 1
1
vote
0
answers
33
views
Posting Jupyter notebooks for blind review
Is there an elegant way to post Jupyter notebooks for blind review, so that no author is identifiable? I could get a throwaway Google account or something, but I was hoping there was a better way.
1
vote
0
answers
71
views
px.choropleth not showing any map, but just the legend!
I am unable to figure out why below code doesn't give proper o/p as maps, but just legends.
*Summary_Table is my data_frame that contains 'id' and 'Total Deaths' and geojson_data contains the location ...
- 11
2
votes
1
answer
185
views
Correlating & Combining categorical and numerical features for classification problem
I just started with my first Machine Learning project (Jupyter Notebook, Python, Scikit-learn, pandas) and I am working on a Palmer Penguin Dataset. I have been doing some data analysis and I got ...
- 33
1
vote
1
answer
565
views
SMOTE for multi-class balance changes the shape of my dataset
So I have a dataset of shape (430,17), that consists of 13 classes (imbalanced) and 17 features.
The end goal is to create a NN which btw works when I import the imblanced dataset, however when i try ...
- 13
0
votes
0
answers
125
views
Text Classification for columns with numbers, string and special characters
I have a dataframe with 3 columns and 1 label
Here is an example of a row
...
1
vote
0
answers
61
views
How to use k_means algorithms on likert dataset?
I have a dataset of 10,000 customers with ten features all of which are Likert type. Like this:
customer
feature1
feature2
feature3
ID1
3
1
5
ID2
4
5
4
ID3
3
5
1
ID4
1
3
2
ID5
2
5
1
ID6
1
3
4
...
- 111
0
votes
1
answer
59
views
When using Jupyter (R kernel) and the keras library. When a cell is run there is no output. W/no output, there's no way knowing code functions.?
The keras digit object detection code does actually run in Jupyter using the R kernel.
But it took three attempts to recognize that there wasn't an issue with Jupyter, or the R kernel, or the code. ...
- 101
1
vote
2
answers
767
views
Multiple Merges make the data frame in pandas to explode and causing Memory Issue in jupyter notebook
I have made a multiple merges using pandas data frame (refer the example script below).
It made the data frame to explode and consume more memory as it records reach to 18 Billion in ...
- 11
5
votes
4
answers
2k
views
Best platform to work with when having millions of rows in dataframe
I have table with around 20 features and millions of observations (rows).
I need to create model base on this table, however, as it is huge, training models like random forest or XGB takes forever. I'...
- 349
2
votes
0
answers
100
views
Does Anaconda does not yet support Python 3.9.x? [closed]
I have downloaded and installed Python 3.9.7 (the latest version to date) on my Windows. It is installed and working fine using command prompt or VS code. But Anaconda (I use Jupyter NB) still shows ...
- 131
1
vote
2
answers
6k
views
ML : Found input variable with inconsistent numbers [closed]
I am trying an Retail ML project, but am stuck on the Error "Found input variables with inconsistent numbers of samples: [982644, 911]". I tired many thing & I know why this error occurs,...
0
votes
1
answer
38
views
Speculation regarding rising trend in softwares with a potential in diminishing the role of a data scientist [closed]
I have recently came across a demo of for a software that's built on natural language processing and its job is to convert a text the user types on a Python interpreter such as Jupyter and the ...
- 115
0
votes
1
answer
98
views
Deployment in AzureML for NLP with fastText
I am new to Azure ML. I am working on sentimental analysis on a small tweet dataset with the help of fastText embedding (fastText file 'wiki-news-300d-1M.vec' is around 2.3 GB which I downloaded in my ...
- 1
0
votes
1
answer
2k
views
I am getting this error ValueError: not enough values to unpack (expected 4, got 2)
I have written this code:
...
0
votes
1
answer
4k
views
Bar plot not showing up in Jupyter Notebook
I am trying to create a bar plot for a Pandas Series and the bar plot is not showing up in Jupyter notebook.
When I run the cell, I only get the following and I do not see the bar plot.
...
1
vote
2
answers
424
views
Error when trying to obtain accuracy score for classifiers
I am trying to get an accuracy score for the classifiers but I keep getting this error
TypeError: predict() missing 1 required positional argument: 'X'
Can anyone help?
...
- 25
0
votes
0
answers
51
views
JupyterNotebook exporting graphs as SVG unintentionally cropped
Within JupyterNotebook the graphs are perfectly rendered and look great, however I cannot figure out why it's (unintentially) cropping my graphs during the exporting, such that the axis descriptions ...
- 3
1
vote
2
answers
223
views
How does checkpoint works to find the very best model during training? [closed]
When filepath="weights-improvement-{epoch:02d}-{val_acc:.2f}.hdf5" I get key error val_acc (I use tensorflow 1.14.0).
When ...
- 31
0
votes
2
answers
3k
views
Jupyter, Python: the kernel appears to have died while training a model on a big amount of data
I am training my model on almost 200 000 images, i'm using Jupyter and now after 3 days of training ( i used 800 epochs and batch-size = 600) I have this " the kernel appears to have died. It ...
- 31
1
vote
1
answer
3k
views
Changing duplicate a line hotkey in Jupyter notebook [closed]
To duplicate a line in Jupyter-notebook on a Mac, the hotkey is cmd + shift + D. The problem is I use Google Chrome, and this is the same hotkey to bookmark a ...
- 199
0
votes
1
answer
5k
views
Reading a json-file from an API, getting "AttributeError: 'Response' object has no attribute 'data' "error
Title says it all.
Im trying to read a json file im accessing via an API. But when I try, I get the error:
'AttributeError: 'Response' object has no attribute 'data'...
- 101
1
vote
0
answers
43
views
How to resolve IndexError while doing Monte Carlo for 1000 runs? [closed]
Below code runs without any problem, however when I run the same code using Monte Carlo Analysis for 1000 runs, it gives IndexError. Can someone explain why this happens. Thanks
...
- 31
2
votes
1
answer
86
views
Notebook for data science
I'm searching for an online Jupiter notebook environment that allows collaborating in real-time. I've found that I've choice from two services Deepnote.com and DataLore by JetBrains. I have little ...
- 157
0
votes
1
answer
565
views
How to retrieve tweets from all cities using Twint package in python?
Using Twint, I'm able to get tweets from each city in the list, but while creating a dataframe I only get tweet from the last city in the list, is it possible to append the tweets based on cities?
<...
- 31
0
votes
1
answer
69
views
keras mnist dataset
I am learning Neural Network.
I was running following source code
...
user112902
0
votes
1
answer
369
views
unable to predict by LinearRegression
Should I add csv as text in SO question? There's lot more data.
...
user112902