What's Changed
* fix: torch frontend allowing negative padding values by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28501
* fix: ensure consant values are correct dtype in tf pad backend by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28502
* fix: enabled the casting modes to type cast bools to ints when bool isn't supported by a function by vedpatwardhan in https://github.com/unifyai/ivy/pull/28503
* fix: ensure traced function return is turned to ivy arrays by Ishticode in https://github.com/unifyai/ivy/pull/28494
* fix: add unsupported dtypes to some tf backend fns by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28504
* fix: tf backend range supporting float args with int dtype by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28507
* fix: Ivy Failing Test: paddle - sorting.msort by MuhammadNizamani in https://github.com/unifyai/ivy/pull/28460
* fix: Ivy Failing Test: paddle - searching.where by MuhammadNizamani in https://github.com/unifyai/ivy/pull/28410
* fix: tf.function working with set item by mattbarrett98 in https://github.com/unifyai/ivy/pull/28481
* Fixed test for test_paddle_softplus by ZJay07 in https://github.com/unifyai/ivy/pull/28476
* fixed test: tensor.math.less by ZJay07 in https://github.com/unifyai/ivy/pull/28468
* fix: support return_indices=True in torch max_pool2d frontend by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28537
* fix: remove incorrect unsupported dtype decorator from tf backend reshape by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28538
* fix: remove key error in jax frontend tests by Ishticode in https://github.com/unifyai/ivy/pull/28513
* fix: Fixed `pointwise_ops.torch.real` for paddle backend by Sai-Suraj-27 in https://github.com/unifyai/ivy/pull/28115
* Fix Frontend Failing Test: numpy - tensor.paddle.Tensor.mean by ZJay07 in https://github.com/unifyai/ivy/pull/28486
* feat: Integrate F1 score function to frontend, align with sklearn met… by muzakkirhussain011 in https://github.com/unifyai/ivy/pull/28487
* fix(paddle_test): fixed dtype errors in `manipulation.paddle.tile` by alt-shreya in https://github.com/unifyai/ivy/pull/28478
* fix: fixed the logical_not not support the bfloat16 by samthakur587 in https://github.com/unifyai/ivy/pull/28455
* fix: fixed some failures in the README by vedpatwardhan in https://github.com/unifyai/ivy/pull/28548
* fix: paddle backend scatter_nd indices error and test by Sam-Armstrong in https://github.com/unifyai/ivy/pull/28552
* fix: added cuda installation to the GPU dockerfile for paddlepaddle to work in the image by vedpatwardhan in https://github.com/unifyai/ivy/pull/28554
* fix: added the missing tee command to record the logs of the tests that were run during the pre-release workflow by vedpatwardhan in https://github.com/unifyai/ivy/pull/28555
* fix: for jax backend type hint, `NativeArray` shouldn't be a tuple by mattbarrett98 in https://github.com/unifyai/ivy/pull/28543
* fix: downgraded tensorflow to 2.15.1 in the GPU docker image as 2.16.1 can't detect a GPU by vedpatwardhan in https://github.com/unifyai/ivy/pull/28578
* fix: numpy indexing in tf backend getitem by mattbarrett98 in https://github.com/unifyai/ivy/pull/28556
* fix: disable copy, out and inplace flags when trace testing by Ishticode in https://github.com/unifyai/ivy/pull/28595
* Fixed paddle.math.heaviside for all frontends by ZJay07 in https://github.com/unifyai/ivy/pull/28518
* Fixed math.paddle.conj for jax, numpy, tensorflow and torch by ZJay07 in https://github.com/unifyai/ivy/pull/28512
* Fix Frontend Failing Test: all frontends- math.paddle.trunc by ZJay07 in https://github.com/unifyai/ivy/pull/28506
* fix: haiku ivy module build working without needing backend set + extended test by mattbarrett98 in https://github.com/unifyai/ivy/pull/28586
* chore: removed the version hardcoding of ml-dtypes as tensorflow now works with the latest one by vedpatwardhan in https://github.com/unifyai/ivy/pull/28598
* fix: explicitly add haiku as target in demos, since flax is now used by default by mattbarrett98 in https://github.com/unifyai/ivy/pull/28599
* docs: updated the README to make the page more compact and clear by vedpatwardhan in https://github.com/unifyai/ivy/pull/28597
* fix: fixed the logical_or at tf frontend by samthakur587 in https://github.com/unifyai/ivy/pull/28585
* fix: fixed the greater_equal to tf frontend by samthakur587 in https://github.com/unifyai/ivy/pull/28588
* fix: ivy.linalg.matrix_norm() for paddle backend by Kacper-W-Kozdon in https://github.com/unifyai/ivy/pull/28500
* Update compiler.py 3c27196 by vedpatwardhan in https://github.com/unifyai/ivy/pull/28612
**Full Changelog**: https://github.com/unifyai/ivy/compare/0.0.8.0...0.0.9.0