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