![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16986678%2F8e5a700296ed553aff8731cbb9541879%2FScreen%20Shot%202023-10-12%20at%2011.47.51%20AM.png?generation=1697129294274627&alt=media\")
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!
\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!
\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.
\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": 2457233, "postDate": "2023-09-26T18:19:35.793Z", "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!
\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!
\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.
\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\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!\n\nNew 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).\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](https://www.kaggle.com/community-guidelines).", "votes": 12 }, { "id": 2517997, "postDate": "2023-11-09T00:35:23.667Z", "content": "Are Kaggle notebooks meant to be used to train models? Or do we have to train our models elsewhere, upload them to Kaggle as Kaggle Datasets or Kaggle Models, then import them into the notebooks for evaluation/submission?
", "rawMarkdown": "Are Kaggle notebooks meant to be used to train models? Or do we have to train our models elsewhere, upload them to Kaggle as Kaggle Datasets or Kaggle Models, then import them into the notebooks for evaluation/submission?", "votes": 1, "replies": [ { "id": 2521036, "postDate": "2023-11-11T11:38:06.457Z", "content": "Related question : is it ok to train models locally, upload parameters files and run submission only from notebook ?
", "rawMarkdown": "Related question : is it ok to train models locally, upload parameters files and run submission only from notebook ?", "replies": [ { "id": 2521523, "postDate": "2023-11-11T19:33:06.533Z", "content": "It's probably OK. That would the equivalent of having two notebooks (training and inference/submission).
", "rawMarkdown": "It's probably OK. That would the equivalent of having two notebooks (training and inference/submission)." } ] } ] }, { "id": 2476151, "postDate": "2023-10-10T11:30:49.357Z", "content": "New to ML and kaggle competitions. I'm a little confused on how to access the data. I cannot download it as it is more than 700GB. On kaggle notebooks, what path should I give to access the data?
", "rawMarkdown": "New to ML and kaggle competitions. I'm a little confused on how to access the data. I cannot download it as it is more than 700GB. On kaggle notebooks, what path should I give to access the data? ", "votes": 1, "replies": [ { "id": 2482925, "postDate": "2023-10-15T11:26:18.183Z", "content": "Hello Umama, it's my 1st competition as well, nice to meet you.
\nOn Kaggle Notebooks, if you look at the right part of the window, you'll see the file browser. If you hover your cursor over any of the folders or files, a copy icon appears, which lets you copy the path to that file or folder.
Hi, I'm a MD with ML background. I would love to join this competition but never find the time to learn how to do it in this platform. Can I join a team? If so, what is the best way to do it? Thank you!
", "rawMarkdown": "Hi, I'm a MD with ML background. I would love to join this competition but never find the time to learn how to do it in this platform. Can I join a team? If so, what is the best way to do it? Thank you!", "votes": 1 }, { "id": 2472082, "postDate": "2023-10-07T01:05:14.063Z", "content": "Hi, I am Clinician with intermediate knowledge of Coding. I wish to join this competition because I truly believe in the cause of this competition and can offer some insights on understanding the radiological data. I just wanted to know whether I am a fit for this competition. Guidance and any help is much appreciated, Thank you.
", "rawMarkdown": "Hi, I am Clinician with intermediate knowledge of Coding. I wish to join this competition because I truly believe in the cause of this competition and can offer some insights on understanding the radiological data. I just wanted to know whether I am a fit for this competition. Guidance and any help is much appreciated, Thank you.", "votes": 2, "replies": [ { "id": 2472174, "postDate": "2023-10-07T05:02:55.690Z", "content": "you definitely are a fit, search for a team in discussion tab, you should find a good leader to give you tasks, I'm a beginner and that is my plan
", "rawMarkdown": "you definitely are a fit, search for a team in discussion tab, you should find a good leader to give you tasks, I'm a beginner and that is my plan", "votes": 1 }, { "id": 2473819, "postDate": "2023-10-08T15:40:46.523Z", "content": "Kaggle is a great resource for those with intermediate knowledge of coding to learn ML through discussions and sample codes others post to help one another. Understanding the objective and going through the process definitely makes it worth joining the competition.
", "rawMarkdown": "Kaggle is a great resource for those with intermediate knowledge of coding to learn ML through discussions and sample codes others post to help one another. Understanding the objective and going through the process definitely makes it worth joining the competition.", "votes": 1 } ] }, { "id": 2585221, "postDate": "2024-01-03T13:13:22.007Z", "content": "Is it (much much) slower to load a single image (full image and not a thumbnail) in R vs loading in Python?
\nIt is taking over 45 mins to load a single image (2GB file). Is this normal?
\nWhat could be some ways around this?
", "rawMarkdown": "Is it (much much) slower to load a single image (full image and not a thumbnail) in R vs loading in Python?\n\nIt is taking over 45 mins to load a single image (2GB file). Is this normal?\n\nWhat could be some ways around this?" }, { "id": 2581134, "postDate": "2023-12-31T14:14:02.813Z", "content": "my notebook is running fine and is not showing error but when i am submitting the notebook it throws an exceptional error, can someone tell how to resolve this issue
", "rawMarkdown": "my notebook is running fine and is not showing error but when i am submitting the notebook it throws an exceptional error, can someone tell how to resolve this issue" }, { "id": 2565012, "postDate": "2023-12-17T15:00:38.193Z", "content": "me too, new to machine learning and kaggle competitions. Is the speed at which the kaggle server runs code relevant to the personal device configuration? I always run a very simple baseline, such as random forest linear regression, running for a few hours…
", "rawMarkdown": "me too, new to machine learning and kaggle competitions. Is the speed at which the kaggle server runs code relevant to the personal device configuration? I always run a very simple baseline, such as random forest linear regression, running for a few hours..." }, { "id": 2542179, "postDate": "2023-11-29T06:06:25.367Z", "content": "new to kaggle ,want a teammate
", "rawMarkdown": "new to kaggle ,want a teammate\n" }, { "id": 2514582, "postDate": "2023-11-06T11:53:31.647Z", "content": "My notebooks keep throwing exceptions whenever I try to submit. What could be the reason?
", "rawMarkdown": "My notebooks keep throwing exceptions whenever I try to submit. What could be the reason?", "replies": [ { "id": 2564268, "postDate": "2023-12-17T01:34:12.597Z", "content": "I think there is a mistake in the code. Try running the data on empty data, or on a large part of the train sample data, or even on the entire train sample. Will your code produce the result in the correct format or will there be an error?
", "rawMarkdown": "I think there is a mistake in the code. Try running the data on empty data, or on a large part of the train sample data, or even on the entire train sample. Will your code produce the result in the correct format or will there be an error?" } ] }, { "id": 2502979, "postDate": "2023-10-28T16:01:50.540Z", "content": "I will try even with no so much experience
", "rawMarkdown": "I will try even with no so much experience", "replies": [ { "id": 2563048, "postDate": "2023-12-16T01:10:39.830Z", "content": "Keep it going!
", "rawMarkdown": "Keep it going!", "isDeleted": true } ] }, { "id": 2501248, "postDate": "2023-10-27T10:22:27.297Z", "content": "Hi,
\nI encountered an issue while attempting to download the folder using the command:
\nkaggle competitions download -c UBC-OCEAN -f train_thumbnails
\nKindly let me know how to download the images from that particular folder?
\nThank you.
Hi, I am new to Kaggle. Could anyone explain why there is only one image in the test dataset ?
", "rawMarkdown": "Hi, I am new to Kaggle. Could anyone explain why there is only one image in the test dataset ?", "replies": [ { "id": 2497498, "postDate": "2023-10-24T16:56:09.610Z", "content": "That is just to test your pipeline, once you submit the notebook kaggle will automatically put more image in the same directory and you'll process the whole data.
", "rawMarkdown": "That is just to test your pipeline, once you submit the notebook kaggle will automatically put more image in the same directory and you'll process the whole data. ", "votes": 2, "replies": [ { "id": 2514722, "postDate": "2023-11-06T13:28:49.430Z", "content": "Hello,
\nwhat about the training?
\nI noticed that for the training only a subset of the data exists, also in the train.csv file not all the data exists. Do you have any idea how the training process will work?
I'm very new to Kaggle and am wondering how to load a pre-trained Pytorch variant of Resnet50 into our notebook given that the rules state the notebook is not meant to be connected to the internet? Would we need to load the weights locally and then upload them as data? If that is the case, what prevents people from training a model on very powerful GPUs locally and then submitting those weights as data? Any advice is appreciated 🙏
", "rawMarkdown": "I'm very new to Kaggle and am wondering how to load a pre-trained Pytorch variant of Resnet50 into our notebook given that the rules state the notebook is not meant to be connected to the internet? Would we need to load the weights locally and then upload them as data? If that is the case, what prevents people from training a model on very powerful GPUs locally and then submitting those weights as data? Any advice is appreciated 🙏", "replies": [ { "id": 2479496, "postDate": "2023-10-12T16:48:25.643Z", "content": "you can add data via the \"add data\" option on the right hand panel in Kaggle. Once you click add data you can search for resnet50 and import the files that way, making them available to your environment while keeping the internet option off.
\n
hey how do i install this models on my notebook after adding them
", "rawMarkdown": "hey how do i install this models on my notebook after adding them " } ] } ] }, { "id": 2473449, "postDate": "2023-10-08T09:26:15.913Z", "content": "Hello, I am a high school student, with almost beginner to low experience on coding. I am though, quite interested in machine learning, and this project supports one of my personal experiences with someone who has dealt with ovarian cancer. I am keen on learning, and I quite like CNN dataset classification because of it's ability to deal with large volume of machine identification. I am using tensorflow and keras to build my model. Would I be a good fit for this competition?
", "rawMarkdown": "Hello, I am a high school student, with almost beginner to low experience on coding. I am though, quite interested in machine learning, and this project supports one of my personal experiences with someone who has dealt with ovarian cancer. I am keen on learning, and I quite like CNN dataset classification because of it's ability to deal with large volume of machine identification. I am using tensorflow and keras to build my model. Would I be a good fit for this competition?" }, { "id": 2472176, "postDate": "2023-10-07T05:05:03.473Z", "content": "Hello, can you please create and pin a thread for finding teams?
", "rawMarkdown": "Hello, can you please create and pin a thread for finding teams?" }, { "id": 2472090, "postDate": "2023-10-07T01:36:51.583Z", "content": "I am running into \"out of memory\" errors and my kaggle instance reboots. For this competition, should we upgrade to a google notebook?
", "rawMarkdown": "I am running into \"out of memory\" errors and my kaggle instance reboots. For this competition, should we upgrade to a google notebook?", "replies": [ { "id": 2477155, "postDate": "2023-10-11T06:09:24.757Z", "content": "you can solve this by using pyvips library
", "rawMarkdown": "you can solve this by using pyvips library", "replies": [ { "id": 2479498, "postDate": "2023-10-12T16:48:47.673Z", "content": "thanks, I'll take a look
", "rawMarkdown": "thanks, I'll take a look" } ] } ] } ], "comments": [ { "id": 2517997, "author_name": "Rishabh Malviya", "author_url": "", "post_date": "2023-11-09T00:35:23.667000", "content": "Are Kaggle notebooks meant to be used to train models? Or do we have to train our models elsewhere, upload them to Kaggle as Kaggle Datasets or Kaggle Models, then import them into the notebooks for evaluation/submission?
", "votes": 1, "replies": [ { "id": 2521036, "author_name": "Dominique PAVOT", "author_url": "", "post_date": "2023-11-11T11:38:06.457000", "content": "Related question : is it ok to train models locally, upload parameters files and run submission only from notebook ?
", "votes": 0, "replies": [ { "id": 2521523, "author_name": "Russ Tokuyama", "author_url": "", "post_date": "2023-11-11T19:33:06.533000", "content": "It's probably OK. That would the equivalent of having two notebooks (training and inference/submission).
", "votes": 0, "replies": [] } ] } ] }, { "id": 2476151, "author_name": "Umama Nasir", "author_url": "", "post_date": "2023-10-10T11:30:49.357000", "content": "New to ML and kaggle competitions. I'm a little confused on how to access the data. I cannot download it as it is more than 700GB. On kaggle notebooks, what path should I give to access the data?
", "votes": 1, "replies": [ { "id": 2482925, "author_name": "Dario Zoreda", "author_url": "", "post_date": "2023-10-15T11:26:18.183000", "content": "Hello Umama, it's my 1st competition as well, nice to meet you.
\nOn Kaggle Notebooks, if you look at the right part of the window, you'll see the file browser. If you hover your cursor over any of the folders or files, a copy icon appears, which lets you copy the path to that file or folder.
Hi, I'm a MD with ML background. I would love to join this competition but never find the time to learn how to do it in this platform. Can I join a team? If so, what is the best way to do it? Thank you!
", "votes": 1, "replies": [] }, { "id": 2472082, "author_name": "Sarthak Gavali", "author_url": "", "post_date": "2023-10-07T01:05:14.063000", "content": "Hi, I am Clinician with intermediate knowledge of Coding. I wish to join this competition because I truly believe in the cause of this competition and can offer some insights on understanding the radiological data. I just wanted to know whether I am a fit for this competition. Guidance and any help is much appreciated, Thank you.
", "votes": 2, "replies": [ { "id": 2472174, "author_name": "Parham Gousheh", "author_url": "", "post_date": "2023-10-07T05:02:55.690000", "content": "you definitely are a fit, search for a team in discussion tab, you should find a good leader to give you tasks, I'm a beginner and that is my plan
", "votes": 1, "replies": [] }, { "id": 2473819, "author_name": "Linkuz", "author_url": "", "post_date": "2023-10-08T15:40:46.523000", "content": "Kaggle is a great resource for those with intermediate knowledge of coding to learn ML through discussions and sample codes others post to help one another. Understanding the objective and going through the process definitely makes it worth joining the competition.
", "votes": 1, "replies": [] } ] }, { "id": 2585221, "author_name": "Santanu Banerjee", "author_url": "", "post_date": "2024-01-03T13:13:22.007000", "content": "Is it (much much) slower to load a single image (full image and not a thumbnail) in R vs loading in Python?
\nIt is taking over 45 mins to load a single image (2GB file). Is this normal?
\nWhat could be some ways around this?
", "votes": 0, "replies": [] }, { "id": 2581134, "author_name": "PACESETTER55", "author_url": "", "post_date": "2023-12-31T14:14:02.813000", "content": "my notebook is running fine and is not showing error but when i am submitting the notebook it throws an exceptional error, can someone tell how to resolve this issue
", "votes": 0, "replies": [] }, { "id": 2565012, "author_name": "ZhongZixuan8642", "author_url": "", "post_date": "2023-12-17T15:00:38.193000", "content": "me too, new to machine learning and kaggle competitions. Is the speed at which the kaggle server runs code relevant to the personal device configuration? I always run a very simple baseline, such as random forest linear regression, running for a few hours…
", "votes": 0, "replies": [] }, { "id": 2542179, "author_name": "hjhugh_1122", "author_url": "", "post_date": "2023-11-29T06:06:25.367000", "content": "new to kaggle ,want a teammate
", "votes": 0, "replies": [] }, { "id": 2514582, "author_name": "nemo", "author_url": "", "post_date": "2023-11-06T11:53:31.647000", "content": "My notebooks keep throwing exceptions whenever I try to submit. What could be the reason?
", "votes": 0, "replies": [ { "id": 2564268, "author_name": "Rinat", "author_url": "", "post_date": "2023-12-17T01:34:12.597000", "content": "I think there is a mistake in the code. Try running the data on empty data, or on a large part of the train sample data, or even on the entire train sample. Will your code produce the result in the correct format or will there be an error?
", "votes": 0, "replies": [] } ] }, { "id": 2502979, "author_name": "Harold Joerges Torres", "author_url": "", "post_date": "2023-10-28T16:01:50.540000", "content": "I will try even with no so much experience
", "votes": 0, "replies": [ { "id": 2563048, "author_name": "", "author_url": "", "post_date": "2023-12-16T01:10:39.830000", "content": "Keep it going!
", "votes": 0, "replies": [] } ] }, { "id": 2501248, "author_name": "Cyrus", "author_url": "", "post_date": "2023-10-27T10:22:27.297000", "content": "Hi,
\nI encountered an issue while attempting to download the folder using the command:
\nkaggle competitions download -c UBC-OCEAN -f train_thumbnails
\nKindly let me know how to download the images from that particular folder?
\nThank you.
Hi, I am new to Kaggle. Could anyone explain why there is only one image in the test dataset ?
", "votes": 0, "replies": [ { "id": 2497498, "author_name": "Sonu Jha", "author_url": "", "post_date": "2023-10-24T16:56:09.610000", "content": "That is just to test your pipeline, once you submit the notebook kaggle will automatically put more image in the same directory and you'll process the whole data.
", "votes": 2, "replies": [ { "id": 2514722, "author_name": "Tesnim Hadhri", "author_url": "", "post_date": "2023-11-06T13:28:49.430000", "content": "Hello,
\nwhat about the training?
\nI noticed that for the training only a subset of the data exists, also in the train.csv file not all the data exists. Do you have any idea how the training process will work?
I'm very new to Kaggle and am wondering how to load a pre-trained Pytorch variant of Resnet50 into our notebook given that the rules state the notebook is not meant to be connected to the internet? Would we need to load the weights locally and then upload them as data? If that is the case, what prevents people from training a model on very powerful GPUs locally and then submitting those weights as data? Any advice is appreciated 🙏
", "votes": 0, "replies": [ { "id": 2479496, "author_name": "Jose Mauricio Delgado", "author_url": "", "post_date": "2023-10-12T16:48:25.643000", "content": "you can add data via the \"add data\" option on the right hand panel in Kaggle. Once you click add data you can search for resnet50 and import the files that way, making them available to your environment while keeping the internet option off.
\n
hey how do i install this models on my notebook after adding them
", "votes": 0, "replies": [] } ] } ] }, { "id": 2473449, "author_name": "Shivang Keshri", "author_url": "", "post_date": "2023-10-08T09:26:15.913000", "content": "Hello, I am a high school student, with almost beginner to low experience on coding. I am though, quite interested in machine learning, and this project supports one of my personal experiences with someone who has dealt with ovarian cancer. I am keen on learning, and I quite like CNN dataset classification because of it's ability to deal with large volume of machine identification. I am using tensorflow and keras to build my model. Would I be a good fit for this competition?
", "votes": 0, "replies": [] }, { "id": 2472176, "author_name": "Parham Gousheh", "author_url": "", "post_date": "2023-10-07T05:05:03.473000", "content": "Hello, can you please create and pin a thread for finding teams?
", "votes": 0, "replies": [] }, { "id": 2472090, "author_name": "Jose Mauricio Delgado", "author_url": "", "post_date": "2023-10-07T01:36:51.583000", "content": "I am running into \"out of memory\" errors and my kaggle instance reboots. For this competition, should we upgrade to a google notebook?
", "votes": 0, "replies": [ { "id": 2477155, "author_name": "N. Kabir", "author_url": "", "post_date": "2023-10-11T06:09:24.757000", "content": "you can solve this by using pyvips library
", "votes": 0, "replies": [ { "id": 2479498, "author_name": "Jose Mauricio Delgado", "author_url": "", "post_date": "2023-10-12T16:48:47.673000", "content": "thanks, I'll take a look
", "votes": 0, "replies": [] } ] } ] } ], "raw_markdown_by_id": { "2457233": "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\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!\n\nNew 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).\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](https://www.kaggle.com/community-guidelines).", "2517997": "Are Kaggle notebooks meant to be used to train models? Or do we have to train our models elsewhere, upload them to Kaggle as Kaggle Datasets or Kaggle Models, then import them into the notebooks for evaluation/submission?", "2476151": "New to ML and kaggle competitions. I'm a little confused on how to access the data. I cannot download it as it is more than 700GB. On kaggle notebooks, what path should I give to access the data? ", "2475855": "Hi, I'm a MD with ML background. I would love to join this competition but never find the time to learn how to do it in this platform. Can I join a team? If so, what is the best way to do it? Thank you!", "2472082": "Hi, I am Clinician with intermediate knowledge of Coding. I wish to join this competition because I truly believe in the cause of this competition and can offer some insights on understanding the radiological data. I just wanted to know whether I am a fit for this competition. Guidance and any help is much appreciated, Thank you.", "2585221": "Is it (much much) slower to load a single image (full image and not a thumbnail) in R vs loading in Python?\n\nIt is taking over 45 mins to load a single image (2GB file). Is this normal?\n\nWhat could be some ways around this?", "2581134": "my notebook is running fine and is not showing error but when i am submitting the notebook it throws an exceptional error, can someone tell how to resolve this issue", "2565012": "me too, new to machine learning and kaggle competitions. Is the speed at which the kaggle server runs code relevant to the personal device configuration? I always run a very simple baseline, such as random forest linear regression, running for a few hours...", "2542179": "new to kaggle ,want a teammate\n", "2514582": "My notebooks keep throwing exceptions whenever I try to submit. What could be the reason?", "2502979": "I will try even with no so much experience", "2501248": "Hi,\nI encountered an issue while attempting to download the folder using the command:\nkaggle competitions download -c UBC-OCEAN -f train_thumbnails\nKindly let me know how to download the images from that particular folder?\nThank you.", "2485656": "Hi, I am new to Kaggle. Could anyone explain why there is only one image in the test dataset ?", "2478829": "I'm very new to Kaggle and am wondering how to load a pre-trained Pytorch variant of Resnet50 into our notebook given that the rules state the notebook is not meant to be connected to the internet? Would we need to load the weights locally and then upload them as data? If that is the case, what prevents people from training a model on very powerful GPUs locally and then submitting those weights as data? Any advice is appreciated 🙏", "2473449": "Hello, I am a high school student, with almost beginner to low experience on coding. I am though, quite interested in machine learning, and this project supports one of my personal experiences with someone who has dealt with ovarian cancer. I am keen on learning, and I quite like CNN dataset classification because of it's ability to deal with large volume of machine identification. I am using tensorflow and keras to build my model. Would I be a good fit for this competition?", "2472176": "Hello, can you please create and pin a thread for finding teams?", "2472090": "I am running into \"out of memory\" errors and my kaggle instance reboots. For this competition, should we upgrade to a google notebook?" } }