{ "id": 540726, "title": "Issues Installing AutoGluon for Time Series Analysis", "url": "/competitions/jane-street-real-time-market-data-forecasting/discussion/540726", "author_name": "", "post_date": "2024-10-15T21:04:53.158419500Z", "votes": 2, "comment_count": 10, "views": 0, "content": "

Hi all,

\n

I was wondering if anyone else is encountering issues installing AutoGluon for time series analysis? I have tried several methods but had no luck so far. 😕

\n

I followed the instructions here: AutoGluon Installation Guide

\n

I've tried the following methods, but all of them failed:

\n

Attempt 1

\n
!pip install -U autogluon > /dev/null\n
\n

Attempt 2
\nBased on this GitHub issue: https://github.com/autogluon/autogluon/issues/4427

\n
\n!git  https://github.com/autogluon/autogluon\n\n\n! autogluon && pip install common/ tabular/ timeseries/\n
\n

Attempt 3

\n
!pip install -U pip\n!pip install -U setuptools wheel\n\n\n\n!pip install torch==2.3.1 torchvision==0.18.1 --index-url https://download.pytorch.org/whl/cpu\n\n\n!pip install autogluon\n
\n

Is anyone else having more luck or can provide some guidance on getting this to work? Thanks in advance! 🙏

", "messages": [ { "id": "3018554", "postDate": "10/15/2024 21:04:53", "content": "

Hi all,

\n

I was wondering if anyone else is encountering issues installing AutoGluon for time series analysis? I have tried several methods but had no luck so far. 😕

\n

I followed the instructions here: AutoGluon Installation Guide

\n

I've tried the following methods, but all of them failed:

\n

Attempt 1

\n
!pip install -U autogluon > /dev/null\n
\n

Attempt 2
\nBased on this GitHub issue: https://github.com/autogluon/autogluon/issues/4427

\n
\n!git  https://github.com/autogluon/autogluon\n\n\n! autogluon && pip install common/ tabular/ timeseries/\n
\n

Attempt 3

\n
!pip install -U pip\n!pip install -U setuptools wheel\n\n\n\n!pip install torch==2.3.1 torchvision==0.18.1 --index-url https://download.pytorch.org/whl/cpu\n\n\n!pip install autogluon\n
\n

Is anyone else having more luck or can provide some guidance on getting this to work? Thanks in advance! 🙏

", "rawMarkdown": "Hi all,\n\nI was wondering if anyone else is encountering issues installing AutoGluon for time series analysis? I have tried several methods but had no luck so far. 😕\n\nI followed the instructions here: [AutoGluon Installation Guide](https://auto.gluon.ai/stable/install.html#)\n\nI've tried the following methods, but all of them failed:\n\nAttempt 1\n```bash\n!pip install -U autogluon > /dev/null\n```\nAttempt 2\nBased on this GitHub issue: https://github.com/autogluon/autogluon/issues/4427\n\n```bash\n# Clone the repository\n!git clone https://github.com/autogluon/autogluon\n\n# Install the required components (common, tabular, and timeseries)\n!cd autogluon && pip install common/ tabular/ timeseries/\n```\n\nAttempt 3\n```bash\n!pip install -U pip\n!pip install -U setuptools wheel\n\n# Install the CPU version of PyTorch as recommended in the PyTorch documentation.\n# The `--index-url` option is used to specify the CPU wheels.\n!pip install torch==2.3.1 torchvision==0.18.1 --index-url https://download.pytorch.org/whl/cpu\n\n# Install AutoGluon\n!pip install autogluon\n```\n\nIs anyone else having more luck or can provide some guidance on getting this to work? Thanks in advance! 🙏", "votes": null }, { "id": "3018592", "postDate": "10/15/2024 21:35:27", "content": "

Does your notebook have internet enabled? And, if yes, post the error message?

", "rawMarkdown": "Does your notebook have internet enabled? And, if yes, post the error message?", "votes": null }, { "id": "3018593", "postDate": "10/15/2024 21:42:56", "content": "

@wguesdon please refer the kernel here for Autogluon wheel file and dependencies.

", "rawMarkdown": "wguesdon please refer the kernel [here](https://www.kaggle.com/code/ravi20076/janestreet2024-autogluon-import) for Autogluon wheel file and dependencies.", "votes": null }, { "id": "3019079", "postDate": "10/16/2024 08:42:55", "content": "

Many thanks, Ravi. This method worked!

", "rawMarkdown": "Many thanks, Ravi. This method worked!", "votes": null }, { "id": "3019090", "postDate": "10/16/2024 08:48:30", "content": "

It seems Pip was having issues resolving dependencies. However, Ravi's method above worked fine.

", "rawMarkdown": "It seems Pip was having issues resolving dependencies. However, Ravi's method above worked fine.", "votes": null }, { "id": "3019543", "postDate": "10/16/2024 16:51:15", "content": "

Hello, refer to this GitHub issue: https://github.com/autogluon/autogluon/issues/4515

\n

You can avoid this issue by using uv:

\n
\npip  uv\n\nuv pip  autogluon\n
\n

The problem is that there is a bug in pip's dependency resolver which is currently causing AutoGluon to fail during pip install. pip is actively testing fixes here, which will hopefully be part of the next pip release.

", "rawMarkdown": "Hello, refer to this GitHub issue: https://github.com/autogluon/autogluon/issues/4515\n\nYou can avoid this issue by using `uv`:\n\n```\n# Install uv using pip\npip install uv\n# Install autogluon with uv\nuv pip install autogluon\n```\n\nThe problem is that there is a bug in pip's dependency resolver which is currently causing AutoGluon to fail during pip install. `pip` is actively testing fixes [here](https://github.com/pypa/pip/pull/13017), which will hopefully be part of the next pip release.", "votes": null }, { "id": "3019545", "postDate": "10/16/2024 16:52:36", "content": "

You can also refer to our stable installation guide docs, which we updated last night to show uv instructions: https://auto.gluon.ai/stable/install.html

", "rawMarkdown": "You can also refer to our stable installation guide docs, which we updated last night to show `uv` instructions: https://auto.gluon.ai/stable/install.html", "votes": null }, { "id": "3042762", "postDate": "11/11/2024 18:15:53", "content": "

I have still same issue even though I have tried the below methods. 😅

", "rawMarkdown": "I have still same issue even though I have tried the below methods. 😅", "votes": null }, { "id": "3042782", "postDate": "11/11/2024 18:36:17", "content": "

Have you tried the method suggested by @Ravi Ramakrishnan? It worked for me

", "rawMarkdown": "Have you tried the method suggested by @Ravi Ramakrishnan? It worked for me", "votes": null }, { "id": "3043966", "postDate": "11/12/2024 21:17:42", "content": "

yeah, I have tried his method. but it`s not work on me. 😂

", "rawMarkdown": "yeah, I have tried his method. but it`s not work on me. 😂", "votes": null }, { "id": "3043970", "postDate": "11/12/2024 21:24:58", "content": "

Can you post the error messages you encountered?

", "rawMarkdown": "Can you post the error messages you encountered?", "votes": null } ], "comments": [ { "id": 3018592, "author_name": "roberthatch", "author_url": "", "post_date": "10/15/2024 21:35:27", "content": "

Does your notebook have internet enabled? And, if yes, post the error message?

", "votes": null, "replies": [ { "id": 3019090, "author_name": "wguesdon", "author_url": "", "post_date": "10/16/2024 08:48:30", "content": "

It seems Pip was having issues resolving dependencies. However, Ravi's method above worked fine.

", "votes": null, "replies": [] } ] }, { "id": 3018593, "author_name": "ravi20076", "author_url": "", "post_date": "10/15/2024 21:42:56", "content": "

@wguesdon please refer the kernel here for Autogluon wheel file and dependencies.

", "votes": null, "replies": [ { "id": 3019079, "author_name": "wguesdon", "author_url": "", "post_date": "10/16/2024 08:42:55", "content": "

Many thanks, Ravi. This method worked!

", "votes": null, "replies": [] } ] }, { "id": 3019543, "author_name": "innixma", "author_url": "", "post_date": "10/16/2024 16:51:15", "content": "

Hello, refer to this GitHub issue: https://github.com/autogluon/autogluon/issues/4515

\n

You can avoid this issue by using uv:

\n
\npip  uv\n\nuv pip  autogluon\n
\n

The problem is that there is a bug in pip's dependency resolver which is currently causing AutoGluon to fail during pip install. pip is actively testing fixes here, which will hopefully be part of the next pip release.

", "votes": null, "replies": [ { "id": 3019545, "author_name": "innixma", "author_url": "", "post_date": "10/16/2024 16:52:36", "content": "

You can also refer to our stable installation guide docs, which we updated last night to show uv instructions: https://auto.gluon.ai/stable/install.html

", "votes": null, "replies": [] } ] }, { "id": 3042762, "author_name": "hallojong0319", "author_url": "", "post_date": "11/11/2024 18:15:53", "content": "

I have still same issue even though I have tried the below methods. 😅

", "votes": null, "replies": [ { "id": 3042782, "author_name": "wguesdon", "author_url": "", "post_date": "11/11/2024 18:36:17", "content": "

Have you tried the method suggested by @Ravi Ramakrishnan? It worked for me

", "votes": null, "replies": [ { "id": 3043966, "author_name": "hallojong0319", "author_url": "", "post_date": "11/12/2024 21:17:42", "content": "

yeah, I have tried his method. but it`s not work on me. 😂

", "votes": null, "replies": [ { "id": 3043970, "author_name": "wguesdon", "author_url": "", "post_date": "11/12/2024 21:24:58", "content": "

Can you post the error messages you encountered?

", "votes": null, "replies": [] } ] } ] } ] } ], "raw_markdown_by_id": { "3018554": "Hi all,\n\nI was wondering if anyone else is encountering issues installing AutoGluon for time series analysis? I have tried several methods but had no luck so far. 😕\n\nI followed the instructions here: [AutoGluon Installation Guide](https://auto.gluon.ai/stable/install.html#)\n\nI've tried the following methods, but all of them failed:\n\nAttempt 1\n```bash\n!pip install -U autogluon > /dev/null\n```\nAttempt 2\nBased on this GitHub issue: https://github.com/autogluon/autogluon/issues/4427\n\n```bash\n# Clone the repository\n!git clone https://github.com/autogluon/autogluon\n\n# Install the required components (common, tabular, and timeseries)\n!cd autogluon && pip install common/ tabular/ timeseries/\n```\n\nAttempt 3\n```bash\n!pip install -U pip\n!pip install -U setuptools wheel\n\n# Install the CPU version of PyTorch as recommended in the PyTorch documentation.\n# The `--index-url` option is used to specify the CPU wheels.\n!pip install torch==2.3.1 torchvision==0.18.1 --index-url https://download.pytorch.org/whl/cpu\n\n# Install AutoGluon\n!pip install autogluon\n```\n\nIs anyone else having more luck or can provide some guidance on getting this to work? Thanks in advance! 🙏", "3018592": "Does your notebook have internet enabled? And, if yes, post the error message?", "3018593": "wguesdon please refer the kernel [here](https://www.kaggle.com/code/ravi20076/janestreet2024-autogluon-import) for Autogluon wheel file and dependencies.", "3019079": "Many thanks, Ravi. This method worked!", "3019090": "It seems Pip was having issues resolving dependencies. However, Ravi's method above worked fine.", "3019543": "Hello, refer to this GitHub issue: https://github.com/autogluon/autogluon/issues/4515\n\nYou can avoid this issue by using `uv`:\n\n```\n# Install uv using pip\npip install uv\n# Install autogluon with uv\nuv pip install autogluon\n```\n\nThe problem is that there is a bug in pip's dependency resolver which is currently causing AutoGluon to fail during pip install. `pip` is actively testing fixes [here](https://github.com/pypa/pip/pull/13017), which will hopefully be part of the next pip release.", "3019545": "You can also refer to our stable installation guide docs, which we updated last night to show `uv` instructions: https://auto.gluon.ai/stable/install.html", "3042762": "I have still same issue even though I have tried the below methods. 😅", "3042782": "Have you tried the method suggested by @Ravi Ramakrishnan? It worked for me", "3043966": "yeah, I have tried his method. but it`s not work on me. 😂", "3043970": "Can you post the error messages you encountered?" }, "source": "meta" }