Gradsflow

Latest version: v0.0.8.post1

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0.0.8

* 🤩 refactor core by [aniketmaurya] in [136](https://github.com/gradsflow/gradsflow/pull/136)
* cleanup APIs by [aniketmaurya] in [137](https://github.com/gradsflow/gradsflow/pull/137)
* added conda installation instruction by [sugatoray] in [144](https://github.com/gradsflow/gradsflow/pull/144)
* recursively exclude tests folder and its contents by [sugatoray] in [141](https://github.com/gradsflow/gradsflow/pull/141)
* add model.save test by [aniketmaurya] in [147](https://github.com/gradsflow/gradsflow/pull/147)
* remove redundant to_item by [aniketmaurya] in [152](https://github.com/gradsflow/gradsflow/pull/152)
* refactor Tracker by [aniketmaurya] in [153](https://github.com/gradsflow/gradsflow/pull/153)
* Change methods not using its bound instance to staticmethods by [deepsource-autofix]
in [156](https://github.com/gradsflow/gradsflow/pull/156)
* refactor metrics by [aniketmaurya] in [159](https://github.com/gradsflow/gradsflow/pull/159)
* add dataoader length by [aniketmaurya] in [160](https://github.com/gradsflow/gradsflow/pull/160)
* fix model checkpoint folder not found by [aniketmaurya] in [162](https://github.com/gradsflow/gradsflow/pull/162)
* Fix metrics update by [aniketmaurya] in [163](https://github.com/gradsflow/gradsflow/pull/163)
* Replace multiple `==` checks with `in` by deepsource-autofix in [167](https://github.com/gradsflow/gradsflow/pull/167)
* 💯 increment current_epoch after each epoch by [aniketmaurya] in [169](https://github.com/gradsflow/gradsflow/pull/169)
* 📊 Wandb Implementation by [aniketmaurya] in [168](https://github.com/gradsflow/gradsflow/pull/168)
* Tensorboard Implementation by [arvindmuralie77] in [173](https://github.com/gradsflow/gradsflow/pull/173)

**Full Changelog**: [https://github.com/gradsflow/gradsflow/compare/v0.0.7...v0.0.8](https://github.com/gradsflow/gradsflow/compare/v0.0.7...v0.0.8)

0.0.7

* ☄️ comet integration [129](https://github.com/gradsflow/gradsflow/pull/129)
* add model checkpoint callback [121](https://github.com/gradsflow/gradsflow/pull/121)
* 📝 add csv logger [116](https://github.com/gradsflow/gradsflow/pull/116)
* 🚀 add train_eval_callback [111](https://github.com/gradsflow/gradsflow/pull/111)
* 🪄 add Average Meter [109](https://github.com/gradsflow/gradsflow/pull/109)
* fix device issue in metric calculation PR [106](https://github.com/gradsflow/gradsflow/pull/106)

0.0.6

* 🎉 Revamp Callbacks and Training. PR [94](https://github.com/gradsflow/gradsflow/pull/94)
* ✨ refactor data handling 📝 docs update. PR [91](https://github.com/gradsflow/gradsflow/pull/91)
* integrate torchmetrics. PR [80](https://github.com/gradsflow/gradsflow/pull/80)
* callbacks & 🤑 ProgressCallback. PR [76](https://github.com/gradsflow/gradsflow/pull/76)
* 🔥 Add AutoModel Tuner. PR [74](https://github.com/gradsflow/gradsflow/pull/74)
* refactor APIs - Simplify API & add `model.compile(...)`. PR [73](https://github.com/gradsflow/gradsflow/pull/73)
* 🤗 integrate HF Accelerator. PR [71](https://github.com/gradsflow/gradsflow/pull/71)

0.0.5

* 🔥 Add custom training loop with `model.fit`. PR [63](https://github.com/gradsflow/gradsflow/pull/63) Done
by [aniketmaurya](https://github.com/aniketmaurya)
* ☁️ Add `ray.data` - remote dataset loader. PR [61](https://github.com/gradsflow/gradsflow/pull/61) Done
by [aniketmaurya](https://github.com/aniketmaurya)
* 🎉 Add AutoDataset - Encapsulate datamodule and dataloaders. PR [59](https://github.com/gradsflow/gradsflow/pull/59)
Done by [aniketmaurya](https://github.com/aniketmaurya)
* 🌟 Add Autotask feature. PR [54](https://github.com/gradsflow/gradsflow/pull/54) Done
by [gagan3012](https://github.com/gagan3012)
* ✨ Add AutoTrainer to support plain torch training loop and other torch frameworks.
PR [53](https://github.com/gradsflow/gradsflow/pull/53)

0.0.4

* fix best checkpoints model loading. PR [52](https://github.com/gradsflow/gradsflow/pull/52)
* 🚀 feature/fix train arguments docs PR [44](https://github.com/gradsflow/gradsflow/pull/44)
* Publish Python 🐍 distributions 📦 to PyPI [42](https://github.com/gradsflow/gradsflow/pull/42)

0.0.3

* add optuna visualizations 🎨 . PR [27](https://github.com/gradsflow/gradsflow/pull/27)
by [aniketmaurya](https://github.com/aniketmaurya).
* add max_steps for HPO. PR [25](https://github.com/gradsflow/gradsflow/pull/25)
by [aniketmaurya](https://github.com/aniketmaurya).
* :memo: update docs & license. PR [23](https://github.com/gradsflow/gradsflow/pull/23)
by [aniketmaurya](https://github.com/aniketmaurya).
* fetch best trial model. PR [21](https://github.com/gradsflow/gradsflow/pull/21)
by [aniketmaurya](https://github.com/aniketmaurya).
* migrate to ray_tune 🌟. Read more [here](https://github.com/gradsflow/gradsflow/issues/35).
PR [36](https://github.com/gradsflow/gradsflow/pull/36) by [aniketmaurya](https://github.com/aniketmaurya).
* render jupyter notebooks in documentation. PR [38](https://github.com/gradsflow/gradsflow/pull/38)
by [aniketmaurya](https://github.com/aniketmaurya).

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