Questions tagged [colab]

Google Colab is an online browser based python notebook/execution environment similar to Jupyter Notebooks.

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Best way to get data into Colab Notebook

I am working concurrently with multiple very large datasets (10s-100s of GBs)). I signed up for Colab Pro+ thinking it is the best option. However, I face a significant bottleneck in getting data into ...
10 votes
3 answers
13k views

How to automatically mount my Google Drive to Google Colab

I have recently discovered Google Colab and I am wondering if there is an option to permanently authorize Google Colab to access and mount my Google Drive. ...
0 votes
0 answers
14 views

CUDA not available in Colab if checked using a python file

I'm trying to run a model which uses CUDA and the colab notebook I'm using is running on GPU runtime. Now if I call print(torch.cuda.is_available()) from the colab ...
1 vote
1 answer
1k views

Python: SARIMAX Model Fits too slow

I have a time series data with the date and temperature records of a city. Following are my observations from the time series ...
0 votes
1 answer
93 views

Colab variable inspector stops working after importing from fastbook

As best as I could find, this question was not asked before. I'm using colab, and I use its variable inspector. I'm trying to do the FastAI exercices, and I noticed that when doing them, the variable ...
0 votes
1 answer
18 views

Linear regression not converging

I'm trying to implement the simplest possible machine learning algorithm which is linear regression. But I'm having trouble because the loss function is not converging. Please can you look at my ...
0 votes
1 answer
319 views

Keras: Very high loss for Autoencoder

I am trying to implement an autoencoder for prediction of multiple labels using Keras. This is a snippet: ...
1 vote
2 answers
641 views

What interactive graph package do you use for timeseries data?

I have millions of sensor readings taken over time. I'd like to create an interactive plot in Google colab where I can easily zoom in on sections. I've done something similar with the Plotly package....
0 votes
0 answers
471 views

How to automatically save images from colab to gdrive in seperate folders whose name are as same as the labels of the respective images?

I have a total of 30k images. They are distributed among 32 classes. I want to save these images from google colab to my drive with folder names as their label name. Can it be possible by python code? ...
0 votes
0 answers
12 views

Why does the McCulloch-Pitts Neural net for XOR gate use a hidden layer?

So I am rookie, trying to understand why do we use a hidden layer while making a neural net for the XOR gate? I have tried doing it in code without using the hidden layers like this: ...
1 vote
0 answers
75 views

Orange Data Mining Tool on Google Colab

Is it possible to use Orange Data Mining Tool on Google Colab?
0 votes
0 answers
197 views

Google Colab outputs disappears right after is shown

I haven't been able to solve this problem. From a few days ago my colab notebooks outputs are malfunctioning: the outputs appear after the execution of the cell but dissapear inmediately. If I click ...
0 votes
2 answers
292 views

mBART training "CUDA out of memory"

I want to train a network with mBART model in google colab , but I got the message of ...
0 votes
0 answers
73 views

Colab TPU restarting due to protobuf incompatibility

I am trying to train a TemporalFusionTransformer model from pytorch-forecasting on the free ...
0 votes
1 answer
203 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 ...
2 votes
3 answers
3k views

Alternatives with better GPU than Google Colab Pro

I am currently running/training MAchine learning models that are very GPU expensive, Google Colab Pro is not giving me enough GPU/RAM Is there any alternatives with better GPU and more RAM than ...
6 votes
3 answers
6k views

Kaggle notebook Vs Google Colab

What are the major differences between Kaggle notebook and Google Colab notebook? To work on a dataset my first step is to start a Kaggle notebook but then I cant help thinking what could be the ...
0 votes
0 answers
18 views

How to Calculate degrees in un-directed network and plot it? | Using python COLAB [duplicate]

I have loaded txt file (com-dblp.ungraph.txt) which includes DBLP collaboration network to a COLAB notebook. I found 317080 nodes & 1049866 edges in the network by reading the txt manually. Trying ...
0 votes
0 answers
268 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 ...
0 votes
0 answers
42 views

Is there any point in using a colab TPU for inference?

I have a colab pro+ subscription and like many, I'm finding that the GPU allowance is rather small compared to the price. While I wait for GPU access I was wondering if the TPU VM would be a ...
0 votes
0 answers
652 views

How to read a table from MySQL work bench in colab

I have referred to various articles on Stack Overflow and external sources but somehow am unable to get answer for this. I would like to read a table from MySQL workbench database into a dataframe in ...
0 votes
0 answers
13 views

Label images on-the-fly

I have a code in which it downloads images from Google image according to a query. All those queries are cars (different branch, model and year). Since it is difficult to label each image with a given ...
0 votes
0 answers
61 views

Neural network model in Google Colab significantly slower with increased data points

I've made a neural network in google colab. The original data contained 12 000 rows (csv 350KB). 4 features and 2 labels. Each epoch would run within a few ms. I tried to increase the amount of data ...
0 votes
1 answer
130 views

Any alternative to Google Colab?

I have to train vgg16 from scratch on a digit dataset as my college project. I require more computational power. Can anyone suggest to me how can I do that other than Google Colab? Currently, it is ...
2 votes
1 answer
461 views

How to use Kaggle Api in Google Colab for directly using dataset?

I know that we can use Kaggle's api directly in google colab which downloads the dataset. The commands are : ...
0 votes
1 answer
39 views

How to drop the previous rows of a database based on a matching value in a column?

So I am currently trying to sort through a data frame containing attribute classes and values of teams. However, my data has multiple rows of different classes and values of the same Team ID/Attribute ...
0 votes
1 answer
724 views

How to save the history epochs and plots in files from keras models

I have a question, that maybe is very simple, but I can't do it: I have 3 neural networks which are trained with 100 epochs, and I need to save all the history's train displayed at the end in a .txt ...
0 votes
0 answers
757 views

Package directory does not exist

I'm trying to install python packages in COLAB using the following setup.py file. ...
0 votes
1 answer
39 views

Machine Learning A-Z: Help connecting with datasets

I'm in Machine Learning A-Z lecture 19 where we access our first dataset. I've connected to the Google Colab folder in my gmail account, but when I try to access the the file I get the below error ...
-1 votes
1 answer
1k views

How to read .pb file using Google Colab? [closed]

I would like to know how we can see/load/read a .pb file in Google Colab? Thank you.
0 votes
0 answers
46 views

Automate downloading datasets via Colab

My desktop computer recently broke, and I'm currently working on a small laptop with barely 500mb of space left. I need to download about 100gb of files from the DFAUST dataset. I was wondering if ...
2 votes
1 answer
1k views

Google Colab conda packages permanently installation

I want to install some conda packages on Google Colab. Installation done successfully, but it wont detect it when we restart the new Colab session. I followed the link "#https://stackoverflow.com/...
0 votes
2 answers
1k views

Loading pretrained model with Pytorch

I saved my model with this code: from google.colab import files torch.save(net, 'model.pth') # download checkpoint file files.download('model.pth') Then uploaded ...
1 vote
1 answer
608 views

M1 MacBooks versus Google Colab

I am just starting getting into deep learning with tf.keras. I am at the point where I have to decide where I want to develop. The thesis project will be timeseries ...
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 ...
0 votes
1 answer
780 views

Audio not saving in google colab [closed]

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2 votes
3 answers
13k views

How do I download a Google Colab notebook?

I have to download code written in a Google Colab notebook, because I need to send it via email. How do I do this?
0 votes
1 answer
12k views

How to use inverse_transform in MinMaxScaler for pred answer in a matrix

I am working on a data, for preding output, I used SVR by bellow code: ...
1 vote
1 answer
16k views

Not able to connect to GPU on Google Colab

I'm trying to use tensorflow with a GPU on Google Colab. I followed the steps listed at https://www.tensorflow.org/install/gpu I confirmed that gpu is visible and CUDA is installed with the ...
0 votes
1 answer
475 views

How many images can be trained in Google Colab? [closed]

I am using the ResNet50 pretrained model to train my images using TensorFlow. I have 70k images and upgraded to Google Colab Pro, but still I am facing a memory error. So how many images I can train ...
4 votes
3 answers
3k views

Very Fast Training After First Epoch

I trained an InceptionV3 model using plant images. I used Keras library. When training was started, first epoch took 29s per step and then other steps took approximately 530ms per step. So that made ...
2 votes
1 answer
2k views

How to import large datasets into Google Colab?

Does anyone know a (free) method for importing large datasets into Google Colab, of multiple GB? Github is severely limited, uploading a folder to google drive takes a long time.
23 votes
6 answers
121k views

Uploading images folder from my system into Google Colab

I want to train a deep learning model on a dataset containing around 3000 images. Since the dataset is huge, I want to use Google colab since it's GPU supported. How do I upload this full image folder ...
3 votes
1 answer
1k views

NLP: what are the advantages of using a subword tokenizer as opposed to the standard word tokenizer?

I'm looking at this Tensorflow colab tutorial about language translation with Transformers, https://www.tensorflow.org/tutorials/text/transformer, and they tokenize the words with a subword text ...
1 vote
0 answers
1k views

setting class weights for imbalanced dataset in tensorflow [closed]

I have 24 classes in my dataset and I am trying to set class weights in the following way: ...
0 votes
1 answer
910 views

What is the efficient way to use apply method in column of pandas Dataframe for large dataset?

I have a dataset of approximate 1 hundred thousand records. I want to use apply method in each of the records for further data processing but it takes very long time to process (As apply method works ...
0 votes
1 answer
13k views

How to save dynamic files from colab to Google Drive?

I have processed some png images on Colab and saved them in the Colab Directory. Now I want to save these images from Colab to Google Drive. How can I do this?
1 vote
1 answer
171 views

ValueError: Error when checking input: expected conv2d_25_input to have shape (144, 256, 3) but got array with shape (256, 144, 3)

I have built a CNN with images of size 720 (height) and 1280 (width). I attempt to re scale images to 144x256. However, I receive this error: ...
1 vote
0 answers
69 views

Downloading a large dataset in google colaboratory

I have a link of a dataset, it is 22 gig but in the collab, there is just 32 gig free disk space. The data is in the zip file and after unzipping collab show crash massage. How can I solve this ...
2 votes
1 answer
259 views

Colab can not connect to GPU from a python file [closed]

I am trying to run a github deep learning repository in Colab but I can not connect the python files to colab GPU. I can connect to GPU when writing a script in the colab notebook e.g. when I run ...