Questions tagged [python]
Use for data science questions related to the programming language Python. Not intended for general coding questions (which should be asked on Stack Overflow).
6,617 questions
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Trying to understand if I'm implementing GluonTS sliding window splitting and validation set correctly
The documentation is a little bit confusing so I thought I would ask here to make sure, I'm using:
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Model's forecasts are not anchored correctly to the history
I'm implementing this paper
and trying to train it on a generated data and return full ground truths and a single forecast but the forecasts my model is producing are not anchored to the past series ...
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Calculating next row in binary matrix
if I have the binary matrix which looks something like this (this is only 10 rows of binary matrix, I have a dataset of a million rows, so you can see what the binary matrix looks like):
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GAN training (RGB to IR) High-quality results on training set, but blurry/hallucinated outputs on unseen test images
I am a 6th sem student and my mini project is IR pedestrian detection using yolo v8. My job is to train GAN(Pix2Pix-based) for the generation of synthetic IR images. I will give my code below. My 99th ...
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How can data science techniques be used to improve SEO and digital marketing performance?
How machine learning models are used for keyword analysis and ranking predictions
I work in digital marketing and I’m trying to understand how data science can be practically applied to improve SEO ...
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Unable to predict values for test data
I have build and trained a NMT model using Rnn in Google colab and Now when I am trying to predict for my test data my Google colab session keeps on crashing . The shape of my test data is 47838×55
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When attempting to maximize F1 score for a decision tree on test data using cost-complexity pruning why is it yielding the fully grown tree?
I'm learning about classification using decision trees. I'm using DecisionTreeClassifier function in the scikit-learn library in Python to train the model on training data (yields fully grown tree), ...
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graph analysis for 2-dimensional edges for Natural Language Processing
Given a text resource (Corpus/novel/...) I want to find pair of words that 1) appear statistically significantly together and 2) extract contextual knowledge from these pairs. For simplicity I'm ...
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Unable to run pandas/modin[ray] code on sagemaker unified studio
I am working on a movie recommendation problem where I get multiple files from the source, and the total data size is around 900 MB. I am using the ...
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Python Datascience on windows OS behind a proxy impossible to cross: which solution do you use?
In an structure, IT has deployed a strict proxy policy (no specific right for any people).
Windows 11 is the OS installed for every people, in a strict way.
To run datascience tasks using python, in ...
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Unexpected Feature Importance Pattern in Random Forest Classification of MNIST Digits 0 and 1
I performed Random Forest–based feature importance analysis on the MNIST dataset, focusing only on digits 0 and 1.
When I visualize the importance map (see image below), it doesn’t resemble the ...
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How can I group transcribed phrases into meaningful chunks without using complex models?
I have a large set of phrases obtained via Azure Fast Transcription, and I need to group them into coherent semantic chunks (to use later in a RAG pipeline).
Initially, I tried grouping phrases based ...
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How to extract my fingerprint from my laptop's finger sensor
So like I have a bunch of fingerprint as a data set (my college gave me). Now I want to use these fingerprint as datasets and train a model to understand the different things. That is beside the point....
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How to identify and quantify main tendencies across participants from cluster membership heatmaps?
I'd appreciate your thoughts on the following problem.
I've created a heatmap plot (attached) showing the cluster membership ratio for each participant (in separate subplots) and condition (η).
Now, I'...
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How to interpret an unstable learning curve on a model tuned with Hyberband Tuning?
I have used Hyperband automatic tuning for an ANN model to predict price. After running the model with the automatic tuning, I am obtaining an R2 score of 1.00 that suggests overfitting, however, I am ...
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