New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!
\nNew to Kaggle? Take a look at a few videos to learn a bit more about site etiquette, Kaggle lingo, and how to enter a competition using Kaggle Notebooks. Publish and share your models on Kaggle Models (and request to have them made public)!
\nLooking for a team? Express your interest in joining a team through our Team Up feature.
\nRemember: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.
", "messages": [ { "id": 3146431, "postDate": "2025-03-10T21:27:13.480Z", "content": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!
\nNew to Kaggle? Take a look at a few videos to learn a bit more about site etiquette, Kaggle lingo, and how to enter a competition using Kaggle Notebooks. Publish and share your models on Kaggle Models (and request to have them made public)!
\nLooking for a team? Express your interest in joining a team through our Team Up feature.
\nRemember: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.
", "rawMarkdown": "**New to machine learning and data science?** No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!\n\n**New to Kaggle?** Take a look at a few videos to learn a bit more about [site etiquette](https://www.youtube.com/watch?v=aIus8si_Et0), [Kaggle lingo](https://www.youtube.com/watch?v=sEJHyuWKd-s), and [how to enter a competition using Kaggle Notebooks](https://www.youtube.com/watch?&v=GJBOMWpLpTQ). Publish and share your [models on Kaggle Models](https://www.kaggle.com/discussions/product-feedback/470613#2618447) (and request to have them made public)!\n\n**Looking for a team?** Express your interest in joining a team through our [Team Up](https://www.kaggle.com/discussions/product-feedback/341195) feature.\n\n**Remember**: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.\n", "votes": 13 }, { "id": 3163820, "postDate": "2025-03-31T07:43:55.783Z", "content": "The best way to get started is to use a dummy submission notebook and build your own workflow from that: https://www.kaggle.com/code/stefankahl/birdclef-2025-sample-submission
", "rawMarkdown": "The best way to get started is to use a dummy submission notebook and build your own workflow from that: https://www.kaggle.com/code/stefankahl/birdclef-2025-sample-submission", "votes": 5 }, { "id": 3163709, "postDate": "2025-03-31T05:32:54.963Z", "content": "When i submit the notebook , the test_soundscapes directory is not getting loaded with ogg files . Any suggestions here
", "rawMarkdown": "When i submit the notebook , the test_soundscapes directory is not getting loaded with ogg files . Any suggestions here", "votes": 1, "replies": [ { "id": 3174308, "postDate": "2025-04-09T01:21:44.187Z", "content": "same confusion
", "rawMarkdown": "same confusion" }, { "id": 3176874, "postDate": "2025-04-11T20:41:16.877Z", "content": "In case you haven't figured that out yet: the test submission folder is only filled when you disable internet and submit the notebook for the hidden submission run. You won't see it filled or the logs for the run (except several logs from documentation like 'no submission.csv' etc.).
", "rawMarkdown": "In case you haven't figured that out yet: the test submission folder is only filled when you disable internet and submit the notebook for the hidden submission run. You won't see it filled or the logs for the run (except several logs from documentation like 'no submission.csv' etc.).\n\n" } ] }, { "id": 3206561, "postDate": "2025-05-21T14:08:32.797Z", "content": "Mel-Spectrogram Caching
\nI am repeatedly getting a notebook time limit error. Can I use caching in a Kaggle notebook to reduce training time?
Is. Competition is. Still continued
", "rawMarkdown": "Is. Competition is. Still continued" }, { "id": 3153550, "postDate": "2025-03-19T00:57:26.553Z", "content": "I always doubt this kind of project. How are we supposed to run this project if one of the requirements is the Internet has to be disable…… How did you guys develop it as we need the internet to install libraries etc. ??
", "rawMarkdown": "I always doubt this kind of project. How are we supposed to run this project if one of the requirements is the Internet has to be disable...... How did you guys develop it as we need the internet to install libraries etc. ??", "replies": [ { "id": 3154029, "postDate": "2025-03-19T12:53:05.217Z", "rawMarkdown": "", "isDeleted": true } ] }, { "id": 3149472, "postDate": "2025-03-14T09:06:04.297Z", "content": "@maggiemd Hello, I would like to know the role of the kaggle_metric_utilities library in evaluation metrics. If I want to conduct experiments on my local device, how can I download this library?
It's a single file that you can copy from the inputs tab of the metric notebook.
However, I noticed that metric's input only has a private Data Sources.
", "rawMarkdown": "However, I noticed that metric's input only has a private Data Sources." }, { "id": 3149769, "postDate": "2025-03-14T16:51:23.320Z", "content": "Sorry about that! I've published it: https://www.kaggle.com/code/sohier/kaggle-metric-utilities/
", "rawMarkdown": "Sorry about that! I've published it: https://www.kaggle.com/code/sohier/kaggle-metric-utilities/" }, { "id": 3149770, "postDate": "2025-03-14T16:52:38.210Z", "content": "OK！Thank you!
", "rawMarkdown": "OK！Thank you!" } ] } ] }, { "id": 3162232, "postDate": "2025-03-29T01:02:50.360Z", "content": "interesting
", "rawMarkdown": "interesting " } ], "comments": [ { "id": 3163820, "author_name": "Stefan Kahl", "author_url": "", "post_date": "2025-03-31T07:43:55.783000", "content": "The best way to get started is to use a dummy submission notebook and build your own workflow from that: https://www.kaggle.com/code/stefankahl/birdclef-2025-sample-submission
", "votes": 5, "replies": [] }, { "id": 3163709, "author_name": "karthik s", "author_url": "", "post_date": "2025-03-31T05:32:54.963000", "content": "When i submit the notebook , the test_soundscapes directory is not getting loaded with ogg files . Any suggestions here
", "votes": 1, "replies": [ { "id": 3174308, "author_name": "ZhouTianyv", "author_url": "", "post_date": "2025-04-09T01:21:44.187000", "content": "same confusion
", "votes": 0, "replies": [] }, { "id": 3176874, "author_name": "Alexander Gremyakov", "author_url": "", "post_date": "2025-04-11T20:41:16.877000", "content": "In case you haven't figured that out yet: the test submission folder is only filled when you disable internet and submit the notebook for the hidden submission run. You won't see it filled or the logs for the run (except several logs from documentation like 'no submission.csv' etc.).
", "votes": 0, "replies": [] } ] }, { "id": 3206561, "author_name": "Kartik Agrawal 11", "author_url": "", "post_date": "2025-05-21T14:08:32.797000", "content": "Mel-Spectrogram Caching
\nI am repeatedly getting a notebook time limit error. Can I use caching in a Kaggle notebook to reduce training time?
Is. Competition is. Still continued
", "votes": 0, "replies": [] }, { "id": 3153550, "author_name": "FUNDO L.A. FERNANDO", "author_url": "", "post_date": "2025-03-19T00:57:26.553000", "content": "I always doubt this kind of project. How are we supposed to run this project if one of the requirements is the Internet has to be disable…… How did you guys develop it as we need the internet to install libraries etc. ??
", "votes": 0, "replies": [ { "id": 3154029, "author_name": "", "author_url": "", "post_date": "2025-03-19T12:53:05.217000", "content": "", "votes": 0, "replies": [] } ] }, { "id": 3149472, "author_name": "jiahaopengX", "author_url": "", "post_date": "2025-03-14T09:06:04.297000", "content": "@maggiemd Hello, I would like to know the role of the kaggle_metric_utilities library in evaluation metrics. If I want to conduct experiments on my local device, how can I download this library?
It's a single file that you can copy from the inputs tab of the metric notebook.
However, I noticed that metric's input only has a private Data Sources.
", "votes": 0, "replies": [] }, { "id": 3149769, "author_name": "Sohier Dane", "author_url": "", "post_date": "2025-03-14T16:51:23.320000", "content": "Sorry about that! I've published it: https://www.kaggle.com/code/sohier/kaggle-metric-utilities/
", "votes": 0, "replies": [] }, { "id": 3149770, "author_name": "jiahaopengX", "author_url": "", "post_date": "2025-03-14T16:52:38.210000", "content": "OK！Thank you!
", "votes": 0, "replies": [] } ] } ] }, { "id": 3162232, "author_name": "cinbin", "author_url": "", "post_date": "2025-03-29T01:02:50.360000", "content": "interesting
", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "3146431": "**New to machine learning and data science?** No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!\n\n**New to Kaggle?** Take a look at a few videos to learn a bit more about [site etiquette](https://www.youtube.com/watch?v=aIus8si_Et0), [Kaggle lingo](https://www.youtube.com/watch?v=sEJHyuWKd-s), and [how to enter a competition using Kaggle Notebooks](https://www.youtube.com/watch?&v=GJBOMWpLpTQ). Publish and share your [models on Kaggle Models](https://www.kaggle.com/discussions/product-feedback/470613#2618447) (and request to have them made public)!\n\n**Looking for a team?** Express your interest in joining a team through our [Team Up](https://www.kaggle.com/discussions/product-feedback/341195) feature.\n\n**Remember**: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.\n", "3163820": "The best way to get started is to use a dummy submission notebook and build your own workflow from that: https://www.kaggle.com/code/stefankahl/birdclef-2025-sample-submission", "3163709": "When i submit the notebook , the test_soundscapes directory is not getting loaded with ogg files . Any suggestions here", "3206561": "Mel-Spectrogram Caching\nI am repeatedly getting a notebook time limit error. Can I use caching in a Kaggle notebook to reduce training time?", "3182838": "Is. Competition is. Still continued", "3153550": "I always doubt this kind of project. How are we supposed to run this project if one of the requirements is the Internet has to be disable...... How did you guys develop it as we need the internet to install libraries etc. ??", "3149472": "@maggiemd Hello, I would like to know the role of the `kaggle_metric_utilities` library in evaluation metrics. If I want to conduct experiments on my local device, how can I download this library?", "3162232": "interesting " } }