Jovian Python SDK
Project description
Jovian: The platform for all your Data Science projects
jovian is an open-source Python package integrated with Jovian to provide the tools necessary for Data Scientists and ML/DL Engineers to Track, Collaborate and Automate projects where even Students and Enthusiasts can leverage the same and also use Jovian Share and Showcase their projects.
- Upload and share Jupyter Notebooks
- Reproduce Notebooks from Jovian
- Notebooks as version, view Diffs between versions
- Attaching utility files and model outputs with the Notebook
- Tracking Datasets, Hyperparameters and Metrics
- Comparing and Analyzing all the experiments
- Collaborate with teammates/colleagues
- Stay connected with your model training, live updates with Slack Notifications
Documentation : jovian docs
Installation
pip install jovian --upgrade
Caution:
If you get a
Permission denied
error, try installing with sudo permission (on Linux/Mac).sudo pip install jovian --upgrade
Another alternative is to try installing with the
--user
flag, but you’ll need to ensure that the target directory is added to your systemPATH
.pip install jovian --upgrade --user
Visit Docs for more.
Contribution Guidelines
If you want to contribute to jovian(Python package), review the Contribution Page.
jovian(Python Package) | Jovian(Webapp) | |
---|---|---|
Issues or Feature Request | Forum | Forum |
Repository and Website | Repo | Website |
Slack Discussions | Slack Invite |
Contact
Mail : hello@jovian.ml
Twitter : @JovianML
Slack : Slack Invite
Project details
Release history Release notifications | RSS feed
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