This change replaces references to a number of deprecated NumPy type aliases (np.bool, np.int, np.float, np.complex, np.object, np.str) with their recommended replacement (bool, int, float, complex, object, str).
NumPy 1.24 drops the deprecated aliases, so we must remove uses before updating NumPy.
PiperOrigin-RevId: 497194550
This enables creation of generic DPOptimizers by user's passing queries. The most common Gaussian query is automatically performed for convenience and backwards compatibility.
Byproducts of this update:
-ensures consistent implementations between the internal (and legacy) `get_gradients` and newer `_compute_gradients` for all queries.
-refactors for python readability.
-includes new tests ensuring that `_num_microbatches=None` is tested.
-changes the `_global_state` to to be initialized in the init function for `_compute_gradients`.
PiperOrigin-RevId: 480668376
This matches the documentation for specifying version for this project. Additionally, recent version of `tensorflow-probability` are releasing breaking changes and the existing version specifier allows these to breaking changes to be unintentionally pulled in.
PiperOrigin-RevId: 476443999
This enables creation of generic DPOptimizers by user's passing queries. The most common Gaussian query is automatically performed for convenience and backwards compatibility.
Byproducts of this update:
-ensures consistent implementations between the internal (and legacy) `get_gradients` and newer `_compute_gradients` for all queries.
-refactors for python readability.
PiperOrigin-RevId: 470883774
* For packages that have a stable release, we use a version that is compatible with that release (e.g. `~=x.y`).
* For packages that do not have a stable release, we use a version that matches a release that has been tested (e.g. `==x.y.z`).
Additionally, added documentation to the requirements.txt.
PiperOrigin-RevId: 468720651
* Updated the numpy version.
* Synced the pandas version.
In Python 3.10, if you invoke `pip install pandas~=1.1.4 numpy~=1.21.4` and then `import pandas` you get the following error:
```
>>> import pandas
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/tmp/venv/lib/python3.10/site-packages/pandas/__init__.py", line 30, in <module>
from pandas._libs import hashtable as _hashtable, lib as _lib, tslib as _tslib
File "/tmp/venv/lib/python3.10/site-packages/pandas/_libs/__init__.py", line 13, in <module>
from pandas._libs.interval import Interval
File "pandas/_libs/interval.pyx", line 1, in init pandas._libs.interval
ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject
```
I believe that this is the cause of the issue https://github.com/scikit-learn-contrib/hdbscan/issues/457#issuecomment-773671043
PiperOrigin-RevId: 467952859
