Skip to main content

Tests codecov CodeFactor Ruff Docs: stable Docs: latest

PyPI Downloads Python Wheels License: MIT Source Stars FAIR checklist badge

pypulseqpp

pypulseqpp provides Pulseq sequence design and analysis through a PyPulseq-compatible Python interface over a C++ core. It includes RF, gradient and trajectory design, reusable sequence modules, complete sequence applications, and timing, gradient, PNS, mechanical-resonance and SAR checks. Its event factories and Sequence methods keep PyPulseq's signatures and event conventions; it reads Pulseq text files from version 1.2 onward and writes Pulseq 1.5.1 text and binary files, or 1.4.1 text for older interpreters. Not every PyPulseq feature is implemented, and the API reference lists what is. Passing these checks does not establish scanner or patient safety.

Features

  • Pulseq text and binary I/O, event storage, deduplication and repetition analysis.
  • RF, gradient and non-Cartesian trajectory design.
  • Composable excitation, preparation and readout SequenceModule classes.
  • Waveform, ADC sampling-location and k-space analysis with publication figures.
  • Timing, hardware-limit, PNS, mechanical-resonance and VOP-based SAR estimates.
  • Bloch simulation with relaxation of a sequence played on isochromats.

pypulseqpp architecture

Quick start

pip install pypulseqpp
from pypulseqpp.sequences import gre2D_sequence

seq = gre2D_sequence(n_x=64, n_y=64, n_slices=1, tr=None)
ok, errors = seq.check_timing()
seq.write("gre2d.seq")

Documentation

The user guide covers installation and support, and lists what each documentation section contains. The examples are a course in sequence design, from a pulse-acquire experiment to echo planar and non-Cartesian acquisitions, followed by a page for each shipped sequence. Every version of the documentation is published at https://pulserver.github.io/pypulseqpp/.

Citation

pypulseqpp has no project publication. Cite the foundational formats and APIs used in work built with it:

@article{layton2017pulseq,
  title   = {Pulseq: a rapid and hardware-independent pulse sequence prototyping framework},
  author  = {Layton, Kelvin J and Kroboth, Stefan and Jia, Feng and Littin, Sebastian
             and Yu, Huijun and Leupold, Jochen and Nielsen, Jon-Fredrik
             and St{\"o}cker, Tony and Zaitsev, Maxim},
  journal = {Magnetic Resonance in Medicine},
  volume  = {77},
  number  = {4},
  pages   = {1544--1552},
  year    = {2017},
  doi     = {10.1002/mrm.26235}
}

@article{ravi2019pypulseq,
  title   = {PyPulseq: A Python Package for MRI Pulse Sequence Design},
  author  = {Ravi, Keerthi Sravan and Geethanath, Sairam and Vaughan, John Thomas},
  journal = {Journal of Open Source Software},
  volume  = {4},
  number  = {42},
  pages   = {1725},
  year    = {2019},
  doi     = {10.21105/joss.01725}
}

License

MIT, except bundled or vendored third-party components that retain their own licences. See License and third-party notices.

Metadata

Release files for pypulseqpp 0.0.17

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pypulseqpp 0.0.17
File Size Uploaded
pypulseqpp-0.0.17.tar.gz 1.6 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for pypulseqpp 0.0.17
File
pypulseqpp-0.0.17-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
pypulseqpp-0.0.17-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
pypulseqpp-0.0.17-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pypulseqpp-0.0.17-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
pypulseqpp-0.0.17-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
pypulseqpp-0.0.17-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
pypulseqpp-0.0.17-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pypulseqpp-0.0.17-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
pypulseqpp-0.0.17-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
pypulseqpp-0.0.17-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
pypulseqpp-0.0.17-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pypulseqpp-0.0.17-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
pypulseqpp-0.0.17-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
pypulseqpp-0.0.17-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
pypulseqpp-0.0.17-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pypulseqpp-0.0.17-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details

Total release size: 21.4 MB

Release files / pypulseqpp-0.0.17.tar.gz

Download URL pypulseqpp-0.0.17.tar.gz
Size 1.6 MB
Tags Source
SHA-256 checksum
How to use checksums
10ce64dc9491e2a78ff9461f4cdb20d65f83d0533a052e38e8ab740f8c691cb9
BLAKE2b-256 checksum
How to use checksums
2563247d1c681b5a833147cd39b77701ccc998b33532dfc7c3d07a2ca8e8670b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp313-cp313-win_amd64.whl

Download URL pypulseqpp-0.0.17-cp313-cp313-win_amd64.whl
Size 1.3 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
49ed7c6b896283fbe5ab7021ad809bdcb850a0bff9d7784e71c5bfd9005ba6af
BLAKE2b-256 checksum
How to use checksums
e717165ccb10a36c74df4725a2dcc91f3c6e52459355f52296ae2e4f4842490c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL pypulseqpp-0.0.17-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.2 MB
Tags CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
7fdd33698a2113c955830acbab2caac6e7d21fa8489aed877183206b289caf78
BLAKE2b-256 checksum
How to use checksums
57847c5aa8b0d0bfd7ef73d34af3ef9313f8da1df5e1e60f825eb5f0b683b7ab
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp313-cp313-macosx_11_0_arm64.whl

Download URL pypulseqpp-0.0.17-cp313-cp313-macosx_11_0_arm64.whl
Size 1.1 MB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
4185708f5219ff8d28ed5f904c82fc8b5d3f8cbe4739e26ff975f9338f53751b
BLAKE2b-256 checksum
How to use checksums
522b7a9755714ec9961529a68a5b620701d3e04239bfc8d91812234e932d5085
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp313-cp313-macosx_10_13_x86_64.whl

Download URL pypulseqpp-0.0.17-cp313-cp313-macosx_10_13_x86_64.whl
Size 1.3 MB
Tags CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
df6fb6b54e24995b6c8ab7e6993c2964185654a6d93f378c5c59f71676d6768a
BLAKE2b-256 checksum
How to use checksums
96575bd8162511797cb854f456aba315dfcfd6a74be8543a709bfb4204be8b70
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp312-cp312-win_amd64.whl

Download URL pypulseqpp-0.0.17-cp312-cp312-win_amd64.whl
Size 1.3 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
602313aa065293986abfbe9e0440190c140eee78c150cf1adeb6f2208642400b
BLAKE2b-256 checksum
How to use checksums
770eeb190e4357317799fe9122a5cf5c4897fc6c08c2a75ad55c40f67e8b46eb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL pypulseqpp-0.0.17-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.2 MB
Tags CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
5e971d950f3caa8aadd8b639bc73812537ce03f5ab20b83c601a4d73324af3a6
BLAKE2b-256 checksum
How to use checksums
7cbc790f66068a386f529041d5a691dc19145146fc939273c3bf143ba6d58994
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp312-cp312-macosx_11_0_arm64.whl

Download URL pypulseqpp-0.0.17-cp312-cp312-macosx_11_0_arm64.whl
Size 1.1 MB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
a3d88a90c55ff6a1aa7601e667c166993394fdf5358b2fe6d4d3b1f875b1ba2f
BLAKE2b-256 checksum
How to use checksums
fa2c6c515b7407a4465e139228263108d5f0d0bfbd60bd7fb420e8dd2b8b57e8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp312-cp312-macosx_10_13_x86_64.whl

Download URL pypulseqpp-0.0.17-cp312-cp312-macosx_10_13_x86_64.whl
Size 1.3 MB
Tags CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
79f7c4e60c16e3191d8bad801d85448557bfb0f0d062f7d8a8d0cbe09a0535f1
BLAKE2b-256 checksum
How to use checksums
ec628d3d8769d6a2bab64b992bcb2746de5a1c4f3c728c21a77c8892df942cf9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp311-cp311-win_amd64.whl

Download URL pypulseqpp-0.0.17-cp311-cp311-win_amd64.whl
Size 1.3 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
276e71123c55bc77c35489e842a2399031ba234f78d9a268dc192ee706ac9a71
BLAKE2b-256 checksum
How to use checksums
cbd54978cfd4a5771ed95ca006d17ecd970889de4ec0e3dcf0ebdac2748896bd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL pypulseqpp-0.0.17-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.2 MB
Tags CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
60f174f24175b251b6694847e57291abc0eb247e47e3af54419fe50b3214bfdb
BLAKE2b-256 checksum
How to use checksums
9c8aa4a4a9fe7661ac3cf3fe735fd62099ab95b398d88eee9111c2cc83209a55
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp311-cp311-macosx_11_0_arm64.whl

Download URL pypulseqpp-0.0.17-cp311-cp311-macosx_11_0_arm64.whl
Size 1.1 MB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
40f8b3c13dc3858795c91a14e515ba607daee447f60b166b8f0ccd40f84143ea
BLAKE2b-256 checksum
How to use checksums
d32be01f9734e287c1cb5ca8a4f6dd51cde2c06af9f750c5828518ce4a014358
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp311-cp311-macosx_10_9_x86_64.whl

Download URL pypulseqpp-0.0.17-cp311-cp311-macosx_10_9_x86_64.whl
Size 1.3 MB
Tags CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
cbad1dda8d0fa58b85dc32e02b3e87d1c7f89e3fe06d33708aef00cbf8fa3aba
BLAKE2b-256 checksum
How to use checksums
05ed21ca88fa3c0bdcaddb9870f14713404901a2b552934302f91dcc250eb5cd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp310-cp310-win_amd64.whl

Download URL pypulseqpp-0.0.17-cp310-cp310-win_amd64.whl
Size 1.3 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
865308e495e03946438de26bc485a7adb92f831067d69a46371bebafd73cecad
BLAKE2b-256 checksum
How to use checksums
65d9d54555d2f4053efa3e9b3d37c19fcec14740aef59c46052d3a23c2e4ad6e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL pypulseqpp-0.0.17-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.2 MB
Tags CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
aa9bc5f091ad0c4f4b036148f8d9eeb641146b43b0a747ec6719a8381622accb
BLAKE2b-256 checksum
How to use checksums
1111bdd512ab3ebe3983b4b79a46c5619c28a08b58b5a77b94f0d341f5811b10
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp310-cp310-macosx_11_0_arm64.whl

Download URL pypulseqpp-0.0.17-cp310-cp310-macosx_11_0_arm64.whl
Size 1.1 MB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
dcfc0a2bcd7eb7ab0de50d33362653943f140091e80bed4e508ab23dc16b94eb
BLAKE2b-256 checksum
How to use checksums
b2da5795b4fdb3cd08957be683baf059aa01bc9cb68fa1b54da7999f54fa96fd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log

Release files / pypulseqpp-0.0.17-cp310-cp310-macosx_10_9_x86_64.whl

Download URL pypulseqpp-0.0.17-cp310-cp310-macosx_10_9_x86_64.whl
Size 1.3 MB
Tags CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
cdeace1e09feb3122434882e26275d873f03ac625bbe5309f857f0720be82eef
BLAKE2b-256 checksum
How to use checksums
7c4c2e864621ac5a1ce6502ae4da00d5d6919ec65e5b095da770374a59df077f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 28, 2026.

Transparency log
Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page