Populated changelog for 0.17

Author: oleksandr-pavlyk

CHANGELOG.md

@@ -4,6 +4,37 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.17.0] - May. XX, 2024
+
+This release features updated documentation web-page https://intelpython.github.io/dpctl/latest/index.html, adds cumulative reductions,
+and complies with revision [2023.12](https://data-apis.org/array-api/2023.12/) of Python Array API specification.
+
+### Added
+
+* Added pybind11 caster for ``sycl::half`` to map to/from Python `float` to ``"dpctl4pybind11.hpp"`` header: [gh-1655](https://github.com/IntelPython/dpctl/pull/1655)
+* Added support for DLPack data interchange per Python Array API 2023.12 specification: [gh-1667](https://github.com/IntelPython/dpctl/pull/1667) 
+* Implemented `tensor.cumulative_sum`, `tensor.cumulative_prod` and `tensor.cumulative_logsumexp`: [gh-1602](https://github.com/IntelPython/dpctl/pull/1602)
+
+### Changed
+
+* Expanded documentation for `dpctl`: [gh-1619](https://github.com/IntelPython/dpctl/pull/1619)
+* Expanded `utils.intel_device_info` functionality: [gh-1656](https://github.com/IntelPython/dpctl/pull/1656)
+* Improved performance of elementwise operations: [gh-1651](https://github.com/IntelPython/dpctl/pull/1651)
+* Efficiency improvement by avoiding unnecessary copying: [gh-1645](https://github.com/IntelPython/dpctl/pull/1645)
+* `dpctl` uses pybind11 2.12.0: [gh-1640](https://github.com/IntelPython/dpctl/pull/1640)
+
+
+### Fixed
+
+* Fixed race condition in accumulation kernel for custom operations that caused test failures with AMD CPUs: [gh-1624](https://github.com/IntelPython/dpctl/pull/1624)
+* Fixed crash in `tensor.sort` reported for a CPU device and a CUDA device: [gh-1676](https://github.com/IntelPython/dpctl/pull/1676)
+* Fixed comparison operators for mixed signed and unsigned integral types: [gh-1650](https://github.com/IntelPython/dpctl/pull/1650)
+* Support use of index arrays of different integral types in indexing operations: [gh-47](https://github.com/IntelPython/dpctl/pull/1647)
+* Fixed source code to compile for NVidia(TM) GPUs with DPC++ 2024.1: [gh-1630](https://github.com/IntelPython/dpctl/pull/1630) 
+* Corrected `tensor.tile` for scalar inputs and empty repetitions: [gh-1628](https://github.com/IntelPython/dpctl/pull/1628)
+* Fixed support for `out` keyword in `tensor.matmul`: [gh-1610](https://github.com/IntelPython/dpctl/pull/1610)
+
+
 ## [0.16.1] - Apr. 10, 2024
 
 This is a bug-fix release, which also provides a change needed by ``numba_dpex`` project to support dispatching kernels