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.

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7 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 ...
2
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1answer
35 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 ...
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1answer
44 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 ...
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24 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 ...
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0answers
22 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 ...
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24 views

Training a DeepAR time series model with monthly data. Can only train on Daily

I am training a DeepAR model (arXiv) in Jupyter Notebook. I am following this tutorial. I create a collection of time series (concat_df), as needed by the DeepAR ...
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1answer
12 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. ...
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2answers
38 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 ...
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4answers
578 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'...
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0answers
44 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 ...
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2answers
85 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,...
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13 views

Can kaggle notebook run without websocket? It is stuck at session starting on laptop

I am running a laptop in which internet works only by connecting a VPN. However, seems like that VPN does not like below websocket which is required to run Kaggle Notebooks. I dont have other option ...
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1answer
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 ...
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1answer
37 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 ...
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1answer
189 views
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1answer
955 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. ...
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2answers
60 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? ...
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0answers
14 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 ...
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2answers
26 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 ...
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2answers
766 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 ...
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1answer
275 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 ...
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1answer
2k 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'...
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0answers
29 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 ...
2
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1answer
50 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 ...
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1answer
252 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? <...
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1answer
28 views

keras mnist dataset

I am learning Neural Network. I was running following source code ...
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1answer
159 views

unable to predict by LinearRegression

Should I add csv as text in SO question? There's lot more data. ...
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0answers
12 views

Running DenseNet from cmd line and jupyter but vastly Different loss and accuracy [closed]

I’m running a DenseNet121 from Pytorch with the same exact code, same exact hyper parameters and same exact image sizes, once from a jupyter notebook and once using the command line via a python ...
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1answer
2k views

How can i increase the memory of Jupyter?

What I have: I have a data set (35989 rows × 16109 columns) and is unfortunately confidential. But i receive this error massage: ...
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1answer
667 views

How to show two pictures in one cell in Jupyter Notebook? (matplotlib) (python) [closed]

As a beginner, can someone please help me with this? Is there any way to show both pictures in a single cell's output? My output could only display one picture. Thank you for your time and attention! ...
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1answer
36 views

Access keys of pandas dataframe when using groupby

I have the following database: And I would like to know how many times a combination of BirthDate and Zipcode is repeated throughout the data table: Now, my question is: How can I access the keys of ...
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0answers
1k views

Jupyter notebook kernel dies when reading CSV file on M1 Mac [closed]

Odd Jupyter notebook problem on M1 mac here. Using these steps I was able to get Jupyter Notebooks to run in the first place. It worked fine executing the following simple code: ...
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2answers
5k views

ValueError: y should be a 1d array, got an array of shape (1045, 5) instead [closed]

I have just started Python and working on training models. The task that I have been assigned is to train a dataset named "austin_Weather" Original Dataset y attribute After having done some ...
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1answer
43 views

Ordering a material science dataset (properties names, properties scalars, formulas)

I'm dealing with a materials science dataset and I'm in the following situation, I have data organized like this: ...
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0answers
102 views

outliers in time series

I have a data set like the following where the rows are dates and the columns are values recorded by different sensors on those dates. Before working with the data for the purpose of predicting it, I ...
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0answers
49 views

Issue with miscount on test train split in Python

Problem Hey everyone. I think I am missing something incredibly easy, but because I am wokring in resampling for the first time it is giving me all sorts of inadequacy. I performed an ADASYN up sample ...
0
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1answer
226 views

How to choose between Tensorflow and Pytorch?

Recently I've been working on a pretty vanilla ANN model in Python with sklearn (and its preprocessing pipeline), mostly in jupyterhub notebooks if that matters. I am considering changing the ...
0
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1answer
586 views

Calculate all days for each years between two dates in a pandas dataframe

I'm new in python and coding. I'm doing a university project exercise. Last question is : " For each year, compute the total amount of loans. Each loan that has planned expiration time and ...
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2answers
74 views

What does a blue empty cell mean [ ] in Anaconda if the cell above is still [*]?

I've been running a machine learning algorithm for two days now, I have a large dataset and a slow machine. I noticed today that the cell below the "fit model" cell turned from green to blue,...
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1answer
24 views

What common/simple problem would work well as a web app? [closed]

Context I'm currently writing a simple tutorial to demonstrate a tool to data scientists and analysts that turns Jupyter Notebooks into web apps. Basically, it discusses setting up the web app as a ...
4
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1answer
510 views

Has anyone succeeded in finding a good Scala/Spark kernel for Jupyter?

The ones I've tried so far Almond: Works very well for just Scala, but you have to import dependencies, and it gets tedious after a while. And unfortunately can't run when using Spark with YARN ...
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1answer
55 views

Classification or regression problem?

I have a table with this features: ...
2
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2answers
625 views

Running Jupyter notebook on remote server with local files

I would like to train my model faster and that's why would like to create a standalone remote machine with GPU support. The solution I am looking for is to have the data locally on my machine and to ...
9
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3answers
8k views

Generate pdf from jupyter notebook without code

I have a Jupyter notebook that contains markdown, code, and outputs (graphs). I would like to generate PDF from this notebook. I tried to hide code using HTML code which I get from here then I tried ...
2
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1answer
85 views

Multiple models in the same notebook

Having working on data sets, sometimes we want to keep track of mtiple models with different architectures which work on the same data set on which we have made some transformations and preprecessing ...
2
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0answers
413 views

How to remove outliers from each group within a boxplot?

I am wanting to remove all the outliers for each individual ID in a boxplot. I have tried the following code: ''' ...
4
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2answers
12k views

How to setup and run Conda on Google Colab

I am interested in using Google Colab for data modeling. How do I install conda, create an environment and run python in a notebook? I did some searching and found some helpful hints, but had several ...
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1answer
23 views

Split a string and create a news columns with parents

let's say I have this dataframe, and I would like to split it into several after (.) and have it like that, with levels
1
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1answer
880 views

Scalling and unscalling of data for SVR prediction

I'm trying to use SVR to predict a certain feature. I create the model with the following code: ...