Torchflare

* 🥳 New documentation/Logo
* 💯 Updated Trainer
* New Examples
* Added ISSUE/PR templates
* ⭐ Integrated GRADIO-APP for easy prototyping.
* 🥳 Updated Data-pipelines
* Bug-fixes
* 💯 Integrated support for torchmetrics.

* API improvements 🥳
* Flexible training using API 🔥
* Callback Decorators 🥳
* GAN Tutorials 😮
* Improvements in documentation 🥳
* Bug Fixes 🥳

* Improved API 🥳
* New documentation !
* Bug Fixes.

* Improved experiment API.
* Added fit methods.
* Added internal progress bar callback.
* Improved SlackNotifier Callback.
* Added more tutorials.
* Bug Fixes

* Streamlined workflow of Experiment Class.
* Added keras like progress bar.
* Modified history access.
* Modified early_stopping, model_checkpoint.
* Added LRScheduler callbacks.
* Added Interpretability modules.

Overall
* First official release of torchflare.
* Documentation and Docs added.
* CI/CD with github actions.
* Support of CPU/GPU training. DDP and TPU support coming soon.
* Experiment Module provides keras like workflow with additional metrics and callbacks.
* Off-shelf datasets and dataloaders for standard tasks like image classification, image segmetation,etc
* Metric Learning modules like ArcFace, CosFace,etc