timeserio
is the missing link between pandas
, scikit-learn
and keras
. It simplifies building end-to-end deep learning models - from a DataFrame through feature pipelines to multi-stage models with shared layers. While initially developed for tackling time series problems, it has since been used as a versatile tool for rapid ML model development and deployment.
Loosing track of big networks with multiple inputs and outputs? Forgetting to freeze the right layers?
Struggling to re-generate the input features? timeserio
can help!
Please see the official documentation on how to get started.
pandas
through scikit-learn
feature pipelines to multiple neural network inputspip install timeserio
, or install from source - pip install -e .
See Getting Started
We welcome contributions and enhancements to any part of the code base, documentation, or tool chain.
See CONTRIBUTING.md for details on setting up the development environment, running tests, etc.
Bumps werkzeug from 2.0.3 to 2.2.3.
Sourced from werkzeug's releases.
2.2.3
This is a fix release for the 2.2.x release branch.
- Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-3
- Milestone: https://github.com/pallets/werkzeug/milestone/26?closed=1
This release contains security fixes for:
- https://github.com/pallets/werkzeug/security/advisories/GHSA-xg9f-g7g7-2323
- https://github.com/pallets/werkzeug/security/advisories/GHSA-px8h-6qxv-m22q
2.2.2
This is a fix release for the 2.2.0 feature release.
- Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-2
- Milestone: https://github.com/pallets/werkzeug/milestone/25?closed=1
2.2.1
This is a fix release for the 2.2.0 feature release.
- Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-1
- Milestone: https://github.com/pallets/werkzeug/milestone/24?closed=1
2.2.0
This is a feature release, which includes new features and removes previously deprecated features. The 2.2.x branch is now the supported bugfix branch, the 2.1.x branch will become a tag marking the end of support for that branch. We encourage everyone to upgrade, and to use a tool such as pip-tools to pin all dependencies and control upgrades.
- Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-0
- Milestone: https://github.com/pallets/werkzeug/milestone/20?closed=1
2.1.2
This is a fix release for the 2.1.0 feature release.
- Changes: https://werkzeug.palletsprojects.com/en/2.1.x/changes/#version-2-1-2
- Milestone: https://github.com/pallets/werkzeug/milestone/22?closed=1
2.1.1
This is a fix release for the 2.1.0 feature release.
- Changes: https://werkzeug.palletsprojects.com/en/2.1.x/changes/#version-2-1-1
- Milestone: https://github.com/pallets/werkzeug/milestone/19?closed=1
2.1.0
This is a feature release, which includes new features and removes previously deprecated features. The 2.1.x branch is now the supported bugfix branch, the 2.0.x branch will become a tag marking the end of support for that branch. We encourage everyone to upgrade, and to use a tool such as pip-tools to pin all dependencies and control upgrades.
Sourced from werkzeug's changelog.
Version 2.2.3
Released 2023-02-14
- Ensure that URL rules using path converters will redirect with strict slashes when the trailing slash is missing. :issue:
2533
- Type signature for
get_json
specifies that return type is not optional whensilent=False
. :issue:2508
parse_content_range_header
returnsNone
for a value likebytes */-1
where the length is invalid, instead of raising anAssertionError
. :issue:2531
- Address remaining
ResourceWarning
related to the socket used byrun_simple
. Removeprepare_socket
, which now happens when creating the server. :issue:2421
- Update pre-existing headers for
multipart/form-data
requests with the test client. :issue:2549
- Fix handling of header extended parameters such that they are no longer quoted. :issue:
2529
LimitedStream.read
works correctly when wrapping a stream that may not return the requested size in oneread
call. :issue:2558
- A cookie header that starts with
=
is treated as an empty key and discarded, rather than stripping the leading==
.- Specify a maximum number of multipart parts, default 1000, after which a
RequestEntityTooLarge
exception is raised on parsing. This mitigates a DoS attack where a larger number of form/file parts would result in disproportionate resource use.Version 2.2.2
Released 2022-08-08
- Fix router to restore the 2.1
strict_slashes == False
behaviour whereby leaf-requests match branch rules and vice versa. :pr:2489
- Fix router to identify invalid rules rather than hang parsing them, and to correctly parse
/
within converter arguments. :pr:2489
- Update subpackage imports in :mod:
werkzeug.routing
to use theimport as
syntax for explicitly re-exporting public attributes. :pr:2493
- Parsing of some invalid header characters is more robust. :pr:
2494
- When starting the development server, a warning not to use it in a production deployment is always shown. :issue:
2480
LocalProxy.__wrapped__
is always set to the wrapped object when the proxy is unbound, fixing an issue in doctest that would cause it to fail. :issue:2485
- Address one
ResourceWarning
related to the socket used byrun_simple
. :issue:2421
... (truncated)
22a254f
release version 2.2.3517cac5
Merge pull request from GHSA-xg9f-g7g7-2323babc8d9
rewrite docs about request data limits09449ee
clean up docsfe899d0
limit the maximum number of multipart form partscf275f4
Merge pull request from GHSA-px8h-6qxv-m22q8c2b4b8
don't strip leading = when parsing cookie7c7ce5c
[pre-commit.ci] pre-commit autoupdate (#2585)19ae03e
[pre-commit.ci] auto fixes from pre-commit.com hooksa83d3b8
[pre-commit.ci] pre-commit autoupdateDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase
.
Bumps ipython from 8.1.1 to 8.10.0.
15ea1ed
release 8.10.0560ad10
DOC: Update what's new for 8.10 (#13939)7557ade
DOC: Update what's new for 8.10385d693
Merge pull request from GHSA-29gw-9793-fvw7e548ee2
Swallow potential exceptions from showtraceback() (#13934)0694b08
MAINT: mock slowest test. (#13885)8655912
MAINT: mock slowest test.a011765
Isolate the attack tests with setUp and tearDown methodsc7a9470
Add some regression tests for this changefd34cf5
Swallow potential exceptions from showtraceback()Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase
.
Bumps cryptography from 36.0.2 to 39.0.1.
Sourced from cryptography's changelog.
39.0.1 - 2023-02-07
* **SECURITY ISSUE** - Fixed a bug where ``Cipher.update_into`` accepted Python buffer protocol objects, but allowed immutable buffers. **CVE-2023-23931** * Updated Windows, macOS, and Linux wheels to be compiled with OpenSSL 3.0.8.
.. _v39-0-0:
39.0.0 - 2023-01-01
- BACKWARDS INCOMPATIBLE: Support for OpenSSL 1.1.0 has been removed. Users on older version of OpenSSL will need to upgrade.
- BACKWARDS INCOMPATIBLE: Dropped support for LibreSSL < 3.5. The new minimum LibreSSL version is 3.5.0. Going forward our policy is to support versions of LibreSSL that are available in versions of OpenBSD that are still receiving security support.
- BACKWARDS INCOMPATIBLE: Removed the
encode_point
andfrom_encoded_point
methods on :class:~cryptography.hazmat.primitives.asymmetric.ec.EllipticCurvePublicNumbers
, which had been deprecated for several years. :meth:~cryptography.hazmat.primitives.asymmetric.ec.EllipticCurvePublicKey.public_bytes
and :meth:~cryptography.hazmat.primitives.asymmetric.ec.EllipticCurvePublicKey.from_encoded_point
should be used instead.- BACKWARDS INCOMPATIBLE: Support for using MD5 or SHA1 in :class:
~cryptography.x509.CertificateBuilder
, other X.509 builders, and PKCS7 has been removed.- BACKWARDS INCOMPATIBLE: Dropped support for macOS 10.10 and 10.11, macOS users must upgrade to 10.12 or newer.
- ANNOUNCEMENT: The next version of
cryptography
(40.0) will change the way we link OpenSSL. This will only impact users who buildcryptography
from source (i.e., not from awheel
), and specify their own version of OpenSSL. For those users, theCFLAGS
,LDFLAGS
,INCLUDE
,LIB
, andCRYPTOGRAPHY_SUPPRESS_LINK_FLAGS
environment variables will no longer be respected. Instead, users will need to configure their buildsas documented here
_.- Added support for :ref:
disabling the legacy provider in OpenSSL 3.0.x<legacy-provider>
.- Added support for disabling RSA key validation checks when loading RSA keys via :func:
~cryptography.hazmat.primitives.serialization.load_pem_private_key
, :func:~cryptography.hazmat.primitives.serialization.load_der_private_key
, and :meth:~cryptography.hazmat.primitives.asymmetric.rsa.RSAPrivateNumbers.private_key
. This speeds up key loading but is :term:unsafe
if you are loading potentially attacker supplied keys.- Significantly improved performance for :class:
~cryptography.hazmat.primitives.ciphers.aead.ChaCha20Poly1305
... (truncated)
d6951dc
changelog + security fix backport (#8231)138da90
workaround scapy bug in downstream tests (#8218) (#8228)69527bc
bookworm is py311 now (#8200)111deef
backport main branch CI to 39.0.x (#8153)338a65a
39.0.0 version bump (#7954)84a3cd7
automatically download and upload circleci wheels (#7949)525c0b3
Type annotate release.py (#7951)46d2a94
Use the latest 3.10 release when wheel building (#7953)f150dc1
fix CI to work with ubuntu 22.04 (#7950)8867724
fix README for python3 (#7947)Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase
.
Bumps oauthlib from 3.2.0 to 3.2.2.
Sourced from oauthlib's releases.
3.2.2
OAuth2.0 Provider:
- CVE-2022-36087
3.2.1
In short
OAuth2.0 Provider:
- #803 : Metadata endpoint support of non-HTTPS
OAuth1.0:
- #818 : Allow IPv6 being parsed by signature
General:
- Improved and fixed documentation warnings.
- Cosmetic changes based on isort
What's Changed
- add missing slots to TokenBase by
@ariebovenberg
in oauthlib/oauthlib#804- Add CORS support for Refresh Token Grant. by
@luhn
in oauthlib/oauthlib#806- GitHub Action to lint Python code by
@cclauss
in oauthlib/oauthlib#797- Docs: fix Sphinx warnings for better ReadTheDocs generation by
@JonathanHuot
in oauthlib/oauthlib#807- Allow non-HTTPS issuer when OAUTHLIB_INSECURE_TRANSPORT. by
@luhn
in oauthlib/oauthlib#803- chore: fix typo in test by
@tamanobi
in oauthlib/oauthlib#816- Fix typo in server.rst by
@NemanjaT
in oauthlib/oauthlib#819- Fixed isort imports by
@dasm
in oauthlib/oauthlib#820- docs: Fix a few typos by
@timgates42
in oauthlib/oauthlib#822- docs: fix typos by
@kianmeng
in oauthlib/oauthlib#823New Contributors
@ariebovenberg
made their first contribution in oauthlib/oauthlib#804@tamanobi
made their first contribution in oauthlib/oauthlib#816@NemanjaT
made their first contribution in oauthlib/oauthlib#819@kianmeng
made their first contribution in oauthlib/oauthlib#823Full Changelog: https://github.com/oauthlib/oauthlib/compare/v3.2.0...v3.2.1
Sourced from oauthlib's changelog.
3.2.2 (2022-10-17)
OAuth2.0 Provider:
- CVE-2022-36087
3.2.1 (2022-09-09)
OAuth2.0 Provider:
- #803: Metadata endpoint support of non-HTTPS
OAuth1.0:
- #818: Allow IPv6 being parsed by signature
General:
- Improved and fixed documentation warnings.
- Cosmetic changes based on isort
e6c33e4
Add 3.2.2 version4a4d65f
Merge pull request #832 from oauthlib/3.2.188bb156
Updated date and authors2e40b41
Merge pull request from GHSA-3pgj-pg6c-r5p71a45d97
Prepare 3.2.1 releaseb4bdd09
Merge pull request #818 from dasm/master5d85c61
Fix IPV6 regex used to check redirect_urie514826
Add check of performance of ipv6 check0adbbe1
docs: fix typos6569ec3
docs: Fix a few typosDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase
.
Bumps wheel from 0.37.1 to 0.38.1.
Sourced from wheel's changelog.
Release Notes
UNRELEASED
- Updated vendored
packaging
to 22.00.38.4 (2022-11-09)
- Fixed
PKG-INFO
conversion inbdist_wheel
mangling UTF-8 header values inMETADATA
(PR by Anderson Bravalheri)0.38.3 (2022-11-08)
- Fixed install failure when used with
--no-binary
, reported on Ubuntu 20.04, by removingsetup_requires
fromsetup.cfg
0.38.2 (2022-11-05)
- Fixed regression introduced in v0.38.1 which broke parsing of wheel file names with multiple platform tags
0.38.1 (2022-11-04)
- Removed install dependency on setuptools
- The future-proof fix in 0.36.0 for converting PyPy's SOABI into a abi tag was faulty. Fixed so that future changes in the SOABI will not change the tag.
0.38.0 (2022-10-21)
- Dropped support for Python < 3.7
- Updated vendored
packaging
to 21.3- Replaced all uses of
distutils
withsetuptools
- The handling of
license_files
(including glob patterns and default values) is now delegated tosetuptools>=57.0.0
(#466). The package dependencies were updated to reflect this change.- Fixed potential DoS attack via the
WHEEL_INFO_RE
regular expression- Fixed
ValueError: ZIP does not support timestamps before 1980
when usingSOURCE_DATE_EPOCH=0
or when on-disk timestamps are earlier than 1980-01-01. Such timestamps are now changed to the minimum value before packaging.0.37.1 (2021-12-22)
- Fixed
wheel pack
duplicating theWHEEL
contents when the build number has changed (#415)- Fixed parsing of file names containing commas in
RECORD
(PR by Hood Chatham)0.37.0 (2021-08-09)
- Added official Python 3.10 support
- Updated vendored
packaging
library to v20.9
... (truncated)
6f1608d
Created a new releasecf8f5ef
Moved news item from PR #484 to its proper place9ec2016
Removed install dependency on setuptools (#483)747e1f6
Fixed PyPy SOABI parsing (#484)7627548
[pre-commit.ci] pre-commit autoupdate (#480)7b9e8e1
Test on Python 3.11 finala04dfef
Updated the pypi-publish action94bb62c
Fixed docs not building due to code style changesd635664
Updated the codecov action to the latest versionfcb94cd
Updated version to match the releaseDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase
.
Bumps certifi from 2021.10.8 to 2022.12.7.
9e9e840
2022.12.07b81bdb2
2022.09.24939a28f
2022.09.14aca828a
2022.06.15.2de0eae1
Only use importlib.resources's new files() / Traversable API on Python ≥3.11 ...b8eb5e9
2022.06.15.147fb7ab
Fix deprecation warning on Python 3.11 (#199)b0b48e0
fixes #198 -- update link in license9d514b4
2022.06.154151e88
Add py.typed to MANIFEST.in to package in sdist (#196)Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase
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data-science data