Update docs to reflect current status (#1458)

Removes the disclaimers about what will be removed, as that has all been removed.

CONTRIBUTING.md

@@ -24,7 +24,7 @@ Your contributions may fall into the following categories:
 
 - If you plan to contribute new features, utility functions or extensions, please first open an issue and discuss the
   feature with us.
-  - We have a checklist of things to go through while adding a new DataPipe. See below.
+  - We have a checklist of things to go through while adding a new Node. See below.
 - If you would like to feature a usage example in our documentation, discuss that with us in an issue.
 
 ## Issues

README.md

@@ -1,19 +1,8 @@
-# TorchData (see note below on current status)
+# TorchData
 
 [**What is TorchData?**](#what-is-torchdata) | [**Stateful DataLoader**](#stateful-dataloader) |
 [**Install guide**](#installation) | [**Contributing**](#contributing) | [**License**](#license)
 
-**:warning: June 2024 Status Update: Removing DataPipes and DataLoader V2**
-
-**We are re-focusing the torchdata repo to be an iterative enhancement of torch.utils.data.DataLoader. We do not plan on
-continuing development or maintaining the [`DataPipes`] and [`DataLoaderV2`] solutions, and they will be removed from
-the torchdata repo. We'll also be revisiting the `DataPipes` references in pytorch/pytorch. In release
-`torchdata==0.8.0` (July 2024) they will be marked as deprecated, and sometime after 0.9.0 (Oct 2024) they will be
-deleted. Existing users are advised to pin to `torchdata==0.9.0` or an older version until they are able to migrate
-away. Subsequent releases will not include DataPipes or DataLoaderV2. The old version of this README is
-[available here](https://github.com/pytorch/data/blob/v0.7.1/README.md). Please reach out if you suggestions or comments
-(please use [#1196](https://github.com/pytorch/data/issues/1196) for feedback).**
-
 ##
 
 ## What is TorchData?

docs/source/conf.py

@@ -117,16 +117,3 @@ def setup(app):
 intersphinx_mapping = {
     "graphviz": ("https://graphviz.readthedocs.io/en/stable/", None),
 }
-
-rst_prolog = """.. attention::
-   **June 2024 Status Update: Removing DataPipes and DataLoader V2**
-
-   We are re-focusing the torchdata repo to be an iterative enhancement of torch.utils.data.DataLoader. We do not plan on
-   continuing development or maintaining the [`DataPipes`] and [`DataLoaderV2`] solutions, and they will be removed from
-   the torchdata repo. We'll also be revisiting the `DataPipes` references in pytorch/pytorch. In release
-   `torchdata==0.8.0` (July 2024) they will be marked as deprecated, and in 0.10.0 (Late 2024) they will be deleted. Existing
-   users are advised to pin to `torchdata<=0.9.0` or an older version until they are able to migrate away. Subsequent
-   releases will not include DataPipes or DataLoaderV2.
-   Please reach out if you suggestions or comments (please use `this issue <https://github.com/pytorch/data/issues/1196>`_ for feedback)
-
-"""