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Switching out references of Iterative Studio to DVC Studio
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jendefig committed Oct 10, 2023
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2 changes: 1 addition & 1 deletion content/docs/dvclive/live/log_image.md
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Expand Up @@ -92,7 +92,7 @@ with Live() as live:
live.next_step()
```

In [Iterative Studio](https://studio.iterative.ai/) and the
In [DVC Studio](https://studio.iterative.ai/) and the
[DVC Extension for VSCode](https://marketplace.visualstudio.com/items?itemName=Iterative.dvc),
folders following this pattern will be rendered using an image slider:

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10 changes: 5 additions & 5 deletions content/docs/studio/experiments.md
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Expand Up @@ -3,9 +3,9 @@
You can submit your experiments from your favorite interface - whether it is
Jupyter Notebooks, a code editor or IDE like [VS Code](/doc/vs-code-extension),
the Python cli, the bash terminal, etc. To quickly start tracking your
experiments with Iterative Studio:
experiments with DVC Studio:

- Click on `Add a project` to connect Iterative Studio to your ML project's Git
- Click on `Add a project` to connect DVC Studio to your ML project's Git
repository.

- In your model training environment, install [DVCLive]:
Expand Down Expand Up @@ -42,15 +42,15 @@ experiments with Iterative Studio:
```

- The metrics and plots will be [tracked live][live-metrics-and-plots] in the
project in Iterative Studio.
project in DVC Studio.

## More ways to run and track experiments

Iterative Studio offers more ways to run and track experiments - you can:
DVC Studio offers more ways to run and track experiments - you can:

- set up reproducible pipelines with DVC,
- submit new experiments from the VS Code IDE,
- submit new experiments from Iterative Studio, and have them run in your own
- submit new experiments from DVC Studio, and have them run in your own
cloud infrastructure.

For details on all these, check out the
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8 changes: 4 additions & 4 deletions content/docs/studio/index.md
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@@ -1,6 +1,6 @@
# Iterative Studio
# DVC Studio

[Iterative Studio](https://studio.iterative.ai/) is a web application that
[DVC Studio](https://studio.iterative.ai/) is a web application that
enables Machine Learning teams to seamlessly

- [Run and track experiments](/doc/studio/experiments)
Expand All @@ -11,15 +11,15 @@ It works on top of [DVC](https://dvc.org/) and [Git](https://git-scm.com/),
maintaining Git as the single-source-of-truth for your data, experiments and
models.

Sign in to [Iterative Studio](https://studio.iterative.ai/) using your
Sign in to [DVC Studio](https://studio.iterative.ai/) using your
GitHub.com, GitLab.com, or Bitbucket.org account, or with your email address.
Explore the demo projects and models, and
[let us know](/doc/studio/user-guide/troubleshooting#support) if you need any
help getting started.

https://www.youtube.com/watch?v=w-UjAbdpRY4

## Why Iterative Studio?
## Why DVC Studio?

- Simplify ML experiment tracking, visualization, and collaboration on top of
Git.
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10 changes: 5 additions & 5 deletions content/docs/studio/model-registry.md
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@@ -1,14 +1,14 @@
# Manage models

Iterative Studio provides a model registry that you can access by clicking on
DVC Studio provides a model registry that you can access by clicking on
the [`Models` tab](https://studio.iterative.ai/user/-/models). Your project's
`dvc.yaml` files are used to identify ML models and
[specially formatted Git tags](/doc/gto/user-guide#git-tags-format) are used to
identify model versions and stage assignments.

To quickly start tracking your models in the Iterative Studio model registry:
To quickly start tracking your models in the DVC Studio model registry:

- Click on `Add a project` to connect Iterative Studio to your ML project's Git
- Click on `Add a project` to connect DVC Studio to your ML project's Git
repository.

- In your model training environment, install [DVCLive](/doc/dvclive):
Expand Down Expand Up @@ -49,10 +49,10 @@ To quickly start tracking your models in the Iterative Studio model registry:

## More ways to add models

Iterative Studio offers more ways to add models to the model registry - you can:
DVC Studio offers more ways to add models to the model registry - you can:

- edit `dvc.yaml` directly and add your model to artifacts section, or
- add models from the Iterative Studio interface.
- add models from the DVC Studio interface.

Find the complete tutorial
[here](/doc/studio/user-guide/model-registry/add-a-model).
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2 changes: 1 addition & 1 deletion content/docs/studio/self-hosting/installation/aws-ami.md
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Expand Up @@ -138,7 +138,7 @@ Replace the strings marked with `< >`
ubuntu@ami:~$ helm install --wait studio iterative/studio --namespace studio -f values.yaml
```

16. You're done! Access Iterative Studio by opening the configured hostname in
16. You're done! Access DVC Studio by opening the configured hostname in
your browser

![](/img/studio-selfhosted-ami-9.png)
2 changes: 1 addition & 1 deletion content/docs/studio/self-hosting/installation/index.md
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## Self-hosting Studio

Studio Enterprise users can host Iterative Studio on their own infrastructure
Studio Enterprise users can host DVC Studio on their own infrastructure
(on-premises) or in their cloud accounts.

Please note that our support is needed to make the Studio's cloud/Docker images
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Expand Up @@ -43,7 +43,7 @@ details]).
For Basic plans, invoice amount is calculated based on the number of seats in
the team. All invoice amounts are calculated for one billing period at a time. A
billing period is one month long. The price per seat can be found in the
Iterative Studio [pricing page](https://studio.iterative.ai/pricing).
DVC Studio [pricing page](https://studio.iterative.ai/pricing).

For example, suppose you have a team with 5 seats. At a monthly rate of $40 per
seat, the total payable amount for the team would be $40 x 5 = $200 per month.
Expand Down Expand Up @@ -107,7 +107,7 @@ subscription at the end of the billing period.

At the end of your billing period, if we are unable to process your payment, you
will enter a grace period of 5 days during which you must provide valid payment.
During this time you will continue to have full access to Iterative Studio.
During this time you will continue to have full access to DVC Studio.

Your account's primary email address will be notified after each failed payment.
Payments may be retried up to 4 times. To provide a new payment method, go to
Expand Down Expand Up @@ -139,6 +139,6 @@ you see your payment history and get a copy of your invoices.

## Other questions

You can find answers to other frequently asked questions in the Iterative Studio
You can find answers to other frequently asked questions in the DVC Studio
[FAQ page](https://studio.iterative.ai/faq). If you have any other questions,
please [contact us].
18 changes: 9 additions & 9 deletions content/docs/studio/user-guide/account-and-billing/index.md
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# Account Management

To open your account settings, click on your user icon on the top right corner
of Iterative Studio, and go to your `Profile`. You can view and update the
of DVC Studio, and go to your `Profile`. You can view and update the
following settings:

- [Personal details](#personal-details), including name, username and email
Expand Down Expand Up @@ -34,13 +34,13 @@ You can edit your name as well as username.

### Managing email addresses

You can add multiple email addresses to a single Iterative Studio account. You
You can add multiple email addresses to a single DVC Studio account. You
can login to the account with any of your verified email addresses as long as
you have set up a password for your account. This is true even if you signed up
using your GitHub, GitLab, or Bitbucket.

One of your email addresses must be designated as primary. This is the address
to which Iterative Studio will send all your account notification emails.
to which DVC Studio will send all your account notification emails.

You can change your primary email address by clicking on the `Primary` button
next to the email address which you want to designate as primary.
Expand All @@ -54,7 +54,7 @@ page.

### Studio access token

Iterative Studio uses access tokens to authorize [DVC] and [DVCLive] to send
DVC Studio uses access tokens to authorize [DVC] and [DVCLive] to send
experiment updates.

In the `Studio access token` section of your [Profile] page, you can generate a
Expand Down Expand Up @@ -209,14 +209,14 @@ In this section, you can,
- Connect to GitHub.com, GitLab.com or Bitbucket.org.

When you connect to a Git hosting provider, you will be prompted to grant
Iterative Studio access to your account.
DVC Studio access to your account.

To connect to your GitHub repositories, you must install the Iterative Studio
To connect to your GitHub repositories, you must install the DVC Studio
GitHub app. Refer to the section on
[GitHub app installation](/doc/studio/user-guide/git-integrations/github-app)
for more details.

Note that if you signed up to use Iterative Studio using your GitHub, GitLb or
Note that if you signed up to use DVC Studio using your GitHub, GitLb or
Bitbucket account, integration with that Git account will have been created
during sign up.

Expand All @@ -227,7 +227,7 @@ In this section, you can,
in the [team settings].

- Disconnect from your GitHub, GitLab, or Bitbucket accounts.
- Configure your GitHub account connection. That is, install the Iterative
- Configure your GitHub account connection. That is, install the DVC
Studio GitHub app on additional organizations or repositories, or even remove
the app from organizations or repositories where you no longer need it.

Expand All @@ -239,7 +239,7 @@ are absolutely sure that you do not need those projects or links anymore.

<admon>

Deleting your account in Iterative Studio does not delete your Git repositories.
Deleting your account in DVC Studio does not delete your Git repositories.

</admon>

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Expand Up @@ -41,7 +41,7 @@ during the initial [create project] flow.
Here, the [data remotes](/doc/user-guide/data-management/remote-storage) (cloud
storage or another location outside the Git repo) that are used in your DVC repo
will be listed. If you want your project to include data stored in these data
remotes, you will have to add credentials to grant Iterative Studio access to
remotes, you will have to add credentials to grant DVC Studio access to
the data remotes. Credentials that you have already added to your account are
listed in this section, and you can select them to add them to the project.

Expand All @@ -65,7 +65,7 @@ Any credentials that you
[add in your profile page](/doc/studio/user-guide/account-and-billing#cloud-credentials)
are also available in your project settings page.

Note that Iterative Studio uses the credentials only to read plots/metrics files
Note that DVC Studio uses the credentials only to read plots/metrics files
if they are not saved in Git. It does not access any other data in your remote
storage. And you do not need to provide the credentials if any DVC data remote
is not used in your Git repository.
Expand All @@ -78,7 +78,7 @@ is not used in your Git repository.
## Commits and columns

You can specify which Git commits and columns should be imported from your Git
repository to your project in Iterative Studio, and which ones should be
repository to your project in DVC Studio, and which ones should be
excluded.

### Start date/time
Expand Down Expand Up @@ -107,8 +107,8 @@ If your project is missing some required columns, then it is likely that
<admon type="warn">

The **Columns** setting was earlier called **Tracking scope** or **Mandatory
columns** and behaved slightly differently. Iterative Studio would always import
up to 200 columns. This meant that if you selected only 5 columns, Iterative
columns** and behaved slightly differently. DVC Studio would always import
up to 200 columns. This meant that if you selected only 5 columns, DVC
Studio would still import another 195 columns, unless your repository did not
have so many columns. This behavior is now obsolete, and only selected columns
are imported.
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10 changes: 5 additions & 5 deletions content/docs/studio/user-guide/experiments/create-a-project.md
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Expand Up @@ -10,7 +10,7 @@ In this section, you will learn how to:

To add a new project, follow these steps.

1. Sign in to [Iterative Studio](https://studio.iterative.ai/) using your
1. Sign in to [DVC Studio](https://studio.iterative.ai/) using your
GitHub.com, GitLab.com, or Bitbucket.org account, or with your email address.

2. Click on `Add a Project`. All the organizations that you have access to will
Expand All @@ -22,7 +22,7 @@ To add a new project, follow these steps.
that
[the connection to your Git server has been set up](/doc/studio/user-guide/account-and-billing#git-integrations).

To connect to your GitHub repositories, you must install the Iterative Studio
To connect to your GitHub repositories, you must install the DVC Studio
GitHub app. Refer to the section on
[GitHub app installation](/doc/studio/user-guide/git-integrations/github-app)
for more details.
Expand Down Expand Up @@ -59,7 +59,7 @@ To add a new project, follow these steps.
<admon type = "tip">

You can create multiple projects at once by providing up to 10
comma-separated values. Iterative Studio will create one project for each
comma-separated values. DVC Studio will create one project for each
sub-directory in the list.

</admon>
Expand All @@ -70,7 +70,7 @@ You should now see that the project has been added in your dashboard.

## Create multiple projects from a single Git repository

You can create multiple projects in Iterative Studio from a single Git
You can create multiple projects in DVC Studio from a single Git
repository and apply different settings to them.

One use case for this is if you have a
Expand All @@ -82,7 +82,7 @@ For each ML project in the monorepo, follow the
the Git repository. On the additional settings page [specify the sub-directory]
(or up to 10 comma-separated values) in which the desired ML project resides.

This way, you will have multiple Iterative Studio projects for your single Git
This way, you will have multiple DVC Studio projects for your single Git
repository, with each project presenting values from a different sub-directory.

[specify the sub-directory]:
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@@ -1,6 +1,6 @@
# Explore ML Experiments

The projects dashboard in Iterative Studio contains all your projects. Click on
The projects dashboard in DVC Studio contains all your projects. Click on
a project name to open the project table, which contains:

- [Git history and live experiments](#git-history-and-live-metrics) of the
Expand Down Expand Up @@ -58,7 +58,7 @@ When a Git branch (e.g., `feature-branch-1`) is created from another branch
- if the user has merged `feature-branch-1` into `main` and has not pushed any
new commits to it after the merger.

Since the branch does not contain any new unique commits, Iterative Studio
Since the branch does not contain any new unique commits, DVC Studio
considers `feature-branch-1` as **"nested"** within `main` and does not
display it as a separate branch. This helps to keep the project table concise
and reduce clutter that can accumulate over time when inactive branches are
Expand Down Expand Up @@ -138,10 +138,10 @@ dropdown.

Commits can be hidden from the project table in the following ways:

- **Iterative Studio auto-hides irrelevant commits:** Iterative Studio
- **DVC Studio auto-hides irrelevant commits:** DVC Studio
identifies commits where metrics, files and hyperparameters did not change and
hides them automatically.
- **Iterative Studio auto-hides commits that contain `[skip studio]` in the
- **DVC Studio auto-hides commits that contain `[skip studio]` in the
commit message:** This is particularly useful if your workflow creates
multiple commits per experiment and you would like to hide all those commits
except the final one.
Expand Down Expand Up @@ -184,7 +184,7 @@ toggle between these two options, use the `Delta mode` button.

Whenever you make any changes to your project's columns, commits or filters, a
notification to save or discard your changes is displayed at the top of the
project table. Saved changes remain intact even after you log out of Iterative
project table. Saved changes remain intact even after you log out of DVC
Studio and log back in later.

![Save or discard changes](https://static.iterative.ai/img/studio/save_discard_changes.png)
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16 changes: 8 additions & 8 deletions content/docs/studio/user-guide/experiments/index.md
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Expand Up @@ -3,15 +3,15 @@
You can submit your experiments from your favorite interface - whether it is
Jupyter Notebooks, a code editor or IDE like [VS Code](/doc/vs-code-extension),
the Python cli, the bash terminal, etc. You can also [submit new experiments
from Iterative Studio][run-experiments].
from DVC Studio][run-experiments].

You can track live as well as completed experiments in Iterative Studio. First,
click on `Add a project` to connect Iterative Studio to your ML project's Git
You can track live as well as completed experiments in DVC Studio. First,
click on `Add a project` to connect DVC Studio to your ML project's Git
repository. Then, follow the instructions presented below.

## Track experiments in real-time

To quickly start tracking your experiments with Iterative Studio:
To quickly start tracking your experiments with DVC Studio:

- In your model training environment, install [DVCLive]:

Expand Down Expand Up @@ -54,7 +54,7 @@ To quickly start tracking your experiments with Iterative Studio:
```

- The metrics and plots will be [tracked live][live-metrics-and-plots] in the
project in Iterative Studio.
project in DVC Studio.

## Track reproducible pipelines

Expand Down Expand Up @@ -103,7 +103,7 @@ To set up, run and track
dvc exp push origin <exp_name>
```

- Iterative Studio reads the values of metrics, plots and other details from
- DVC Studio reads the values of metrics, plots and other details from
your project's `dvc.yaml` file, and displays them in an experiment row in the
project table. The experiment row will appear nested within the parent Git
commit row.
Expand All @@ -122,9 +122,9 @@ Within a project, you can:
- [Visualize the experiments][visualize] using plots and trend charts.
- [Compare experiments][compare].
- [Run new experiments][run-experiments], including on your own cloud instances,
directly from Iterative Studio.
directly from DVC Studio.
- [Track live metrics and plots][live-metrics-and-plots] by sending them to
Iterative Studio by using [DVCLive].
DVC Studio by using [DVCLive].

[explore-ml-experiments]:
/doc/studio/user-guide/experiments/explore-ml-experiments
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