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worksheets-examples's Introduction

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What is CodaLab?

CodaLab is an open-source web-based platform that enables researchers, developers, and data scientists to collaborate, with the goal of advancing research fields where machine learning and advanced computation is used. CodaLab helps to solve many common problems in the arena of data-oriented research through its online community where people can share worksheets and participate in competitions.

To see Codalab Competition's in action, visit codalab.lisn.fr.

Codabench, the next-gen of CodaLab Competitions, is out. Try it out!

Documentation

Community

The CodaLab community forum is hosted on Google Groups.

Quick installation (for Linux!)

To participate in competitions, or even organize your own competition, you don't need to install anything, you just need to sign in an instance of the platform (e.g. this one). If you wish to configure your own instance of CodaLab competitions, here are the instructions:

Install docker and add your user to the docker group, if you haven't already

$ wget -qO- https://get.docker.com/ | sh
$ sudo usermod -aG docker $USER

Clone this repo and get the default environment setup

$ git clone https://github.com/codalab/codalab-competitions
$ cd codalab-competitions
$ cp .env_sample .env
$ pip install docker-compose
$ docker-compose up -d

Now you should be able to access http://localhost/

More details on how to configure your own instance:

License

Copyright (c) 2013-2015, The Outercurve Foundation. Copyright (c) 2016-2021, Université Paris-Saclay. This software is released under the Apache License 2.0 (the "License"); you may not use the software except in compliance with the License.

The text of the Apache License 2.0 can be found online at: http://www.opensource.org/licenses/apache2.0.php

Cite CodaLab Competitions in your research

@article{codalab_competitions_JMLR,
  author  = {Adrien Pavao and Isabelle Guyon and Anne-Catherine Letournel and Dinh-Tuan Tran and Xavier Baro and Hugo Jair Escalante and Sergio Escalera and Tyler Thomas and Zhen Xu},
  title   = {CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges},
  journal = {Journal of Machine Learning Research},
  year    = {2023},
  volume  = {24},
  number  = {198},
  pages   = {1--6},
  url     = {http://jmlr.org/papers/v24/21-1436.html}
}

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worksheets-examples's Issues

http://worksheets.codalab.org/ or https://worksheets-dev.codalab.org/

I follow your Readme instruction, which uses the link http://worksheets.codalab.org.
However, this link seems not working properly.
I create an account on that link, log in, but when I click dashboard, an error occurred, says:
Error. Please provide a worksheet uuid.
Also there were other errors on this link. For example when I tried to change my password, it seems not working.

I accidentally found another link, https://worksheets-dev.codalab.org/, on which I also create an account, log in, then I click dashboard, it shows correctly.

Then I tried to follow the remaining instruction in the Readme of the worksheets-examples repository,
I installed cl,
I typed cl work,
Then it says:
Requesting access at https://worksheets.codalab.org
Also ask for username and password.
I type in my username and password I created on https://worksheets.codalab.org,
then it says: Invalid username or password.
I tried multiple times to ensure I didn't type it wrong, then at the end it says:
AuthorizationError: User is not verified
I am very confused, I can log in with the username and password on the web page, why the command line says I am not verified?

Then I tried my username and password created on https://worksheets-dev.codalab.org/, which I suppose won't work. I get same error as above.

I am a bit confused with these two urls, could you please help to check?

Thank you very much.
Xiaofeng Liao

I cant install condalab in Python3. Please help!

The error is shown as below:
ERROR: Command errored out with exit status 1: command: /usr/bin/python3 -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-owk65qlh/codalab/setup.py'"'"'; __file__='"'"'/tmp/pip-install-owk65qlh/codalab/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base /tmp/pip-install-owk65qlh/codalab/pip-egg-info cwd: /tmp/pip-install-owk65qlh/codalab/ Complete output (7 lines): Traceback (most recent call last): File "<string>", line 1, in <module> File "/tmp/pip-install-owk65qlh/codalab/setup.py", line 5, in <module> from codalab.common import CODALAB_VERSION File "/tmp/pip-install-owk65qlh/codalab/codalab/common.py", line 7, in <module> import httplib ImportError: No module named 'httplib' ---------------------------------------- ERROR: Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output.

I try 'pip3 install httplib',but fail
ERROR: Could not find a version that satisfies the requirement httplib (from versions: none) ERROR: No matching distribution found for httplib

errors running 01-nli tutorial

When I ran the NLI tutorial (01-nli), I experienced the following two errors:

  1. ValueError: some of the strides of a given numpy array are negative.
  2. TypeError: can’t convert CUDA tensor to numpy. Use Tensor.cpu() to copy the tensor to host memory first.

[Solution 1] I modified the models.py code.

    # Sort by length (keep idx)
    sent_len_sorted, idx_sort = np.sort(sent_len)[::-1], np.argsort(-sent_len)
    sent_len_sorted = sent_len_sorted.copy()   ### Inserted this line.
    idx_unsort = np.argsort(idx_sort)

[Solution 2] I modified the train_nli.py

    ### initially it was total_norm = np.sqrt(total_norm)
    total_norm = np.sqrt(total_norm.cpu())   ### Inserted .cpu()

If anyone is experiencing the same error when trying out the NLI tutorial, the above fix might just work.

bundle is stuck

When tested on worksheets-examples, my bundle is stuck in staged for a long time.I have emailed support from the worksheet by clicking the "?" icon in the lower right of the web interface, but no reply.

Python2 Deprecation

The python community has moved on from python2 to python3 and python2 reached end-of-life this year. This means codalab should no longer need to maintain compatibility with python2.

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