Pre-release
This release is a pre-release and may not be stable for production use.
Stim
Stim is a fast simulator for quantum stabilizer circuits.
API references are available on the stim github wiki: https://github.com/quantumlib/stim/wiki
Stim can be installed into a python 3 environment using pip:
pip install stim
Once stim is installed, you can import stim and use it.
There are three supported use cases:
- Interactive simulation with
stim.TableauSimulator. - High speed sampling with samplers compiled from
stim.Circuit. - Independent exploration using
stim.Tableauandstim.PauliString.
Interactive Simulation
Use stim.TableauSimulator to simulate operations one by one while inspecting the results:
import stim
s = stim.TableauSimulator()
# Create a GHZ state.
s.h(0)
s.cnot(0, 1)
s.cnot(0, 2)
# Look at the simulator state re-inverted to be forwards:
t = s.current_inverse_tableau()
print(t**-1)
# prints:
# +-xz-xz-xz-
# | ++ ++ ++
# | ZX _Z _Z
# | _X XZ __
# | _X __ XZ
# Measure the GHZ state.
print(s.measure_many(0, 1, 2))
# prints one of:
# [True, True, True]
# or:
# [False, False, False]
High Speed Sampling
By creating a stim.Circuit and compiling it into a sampler, samples can be generated very quickly:
import stim
# Create a circuit that measures a large GHZ state.
c = stim.Circuit()
c.append("H", [0])
for k in range(1, 30):
c.append("CNOT", [0, k])
c.append("M", range(30))
# Compile the circuit into a high performance sampler.
sampler = c.compile_sampler()
# Collect a batch of samples.
# Note: the ideal batch size, in terms of speed per sample, is roughly 1024.
# Smaller batches are slower because they are not sufficiently vectorized.
# Bigger batches are slower because they use more memory.
batch = sampler.sample(1024)
print(type(batch)) # numpy.ndarray
print(batch.dtype) # numpy.uint8
print(batch.shape) # (1024, 30)
print(batch)
# Prints something like:
# [[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# ...
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]]
This also works on circuits that include noise:
import stim
import numpy as np
c = stim.Circuit("""
X_ERROR(0.1) 0
Y_ERROR(0.2) 1
Z_ERROR(0.3) 2
DEPOLARIZE1(0.4) 3
DEPOLARIZE2(0.5) 4 5
M 0 1 2 3 4 5
""")
batch = c.compile_sampler().sample(2**20)
print(np.mean(batch, axis=0).round(3))
# Prints something like:
# [0.1 0.2 0. 0.267 0.267 0.266]
You can also sample annotated detection events using stim.Circuit.compile_detector_sampler.
For a list of gates that can appear in a stim.Circuit, see the latest readme on github.
Independent Exploration
Stim provides data types stim.PauliString and stim.Tableau, which support a variety of fast operations.
import stim
xx = stim.PauliString("XX")
yy = stim.PauliString("YY")
assert xx * yy == -stim.PauliString("ZZ")
s = stim.Tableau.from_named_gate("S")
print(repr(s))
# prints:
# stim.Tableau.from_conjugated_generators(
# xs=[
# stim.PauliString("+Y"),
# ],
# zs=[
# stim.PauliString("+Z"),
# ],
# )
s_dag = stim.Tableau.from_named_gate("S_DAG")
assert s**-1 == s_dag
assert s**1000000003 == s_dag
cnot = stim.Tableau.from_named_gate("CNOT")
cz = stim.Tableau.from_named_gate("CZ")
h = stim.Tableau.from_named_gate("H")
t = stim.Tableau(5)
t.append(cnot, [1, 4])
t.append(h, [4])
t.append(cz, [1, 4])
t.prepend(h, [4])
assert t == stim.Tableau(5)
4 maintainers
Release files for stim 1.16.dev1768882982
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| stim-1.16.dev1768882982.tar.gz | 881.0 kB | Details |
Built distributions (wheels)
Total release size: 88.3 MB
Release files / stim-1.16.dev1768882982.tar.gz
| Download URL | stim-1.16.dev1768882982.tar.gz |
|---|---|
| Size | 881.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
ab68e1c7dbddc92eac5e3ee7fbbfa59151f642dc65286c09cf73c49bf8cdc369
|
|
BLAKE2b-256 checksum How to use checksums |
e8340398f072791dd0978025377dea82f4353a555e7540441de643c38da28cde
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp314-cp314-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
6233884cbf5ddfd8856c9833c98c902176932b14df7d7b0a23be8b58e3a8fbe7
|
|
BLAKE2b-256 checksum How to use checksums |
8e931da596ec8bf1a7b30199e91deac9130bad80fcca9d75153b984c3ed23c93
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
189e0b0f56827d5e8768a080509bb17fc3eecc077957441f870e30c030995990
|
|
BLAKE2b-256 checksum How to use checksums |
48bc68480a8dd48b0c662ad599e8615bda5c3acbe2781be3f8806319de9a3a91
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f28563e9d9a1c199a4d84bb03fa0ba109571ef74fa823093d5dc290d6b6fde71
|
|
BLAKE2b-256 checksum How to use checksums |
e968ba9bffda9ff594247cc92edb47211d7f130f12319913a89cc3cc17b74ede
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp314-cp314-macosx_10_15_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp314-cp314-macosx_10_15_x86_64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.14 macOS 10.15+ x86-64 |
|
SHA-256 checksum How to use checksums |
b8ab476cc6c577b24934d4c14cc4db17d193c2ae1ebf8171ed518a2f12bceab1
|
|
BLAKE2b-256 checksum How to use checksums |
0f380ff85865811d3373d45905f51843308fddad09f90be72d8c8f5365a4f7b3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp313-cp313-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
31156a25b81427f43e208f02fb9b36569636a4687ae3d75d2c71ecee63698efb
|
|
BLAKE2b-256 checksum How to use checksums |
db9fd79940b566dede3732c6b5d082776c69c11b07fe9fd1cd2e0eb7d0c01785
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
0227ca8bc22d1578a68c15de87e2d898dc2c6293726bfbf67398ba208b25c479
|
|
BLAKE2b-256 checksum How to use checksums |
f26ae1ec6f6fe229bc4253dbed610fc10c05faaac1ee6c42976fcc078e4241ab
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
958e48e4db006b9e5b70c7ea76d6d55efe543f98f89cf52ce0b1e91daedda357
|
|
BLAKE2b-256 checksum How to use checksums |
b6cae5e88bdd63fa1ea196ba51c5ace109bdfe9c59f94b5c53c7a8d24d3ab274
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
f7b78ffd2ce65f3e8c159ee6e4dadc2686cc891b227d9bf1bab9766a51241b63
|
|
BLAKE2b-256 checksum How to use checksums |
49adda5baa49c2e2fc74891c9e92b9e351a3e61edce12ba309e143564668c8e9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp312-cp312-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a24b90f20f29fafa254065094e84664c8b439ec5c127ed5a9f6663767ea2e847
|
|
BLAKE2b-256 checksum How to use checksums |
cc9955bd4bfba5a38710d787ea298412bb3fec442b4c7183b2ba111a4ca42f00
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
c30565598a6c333328f00e73ce658adf5fcd491b6bf504079eb3b36b52bc72cc
|
|
BLAKE2b-256 checksum How to use checksums |
f7fb576fa6eb34f28ae62625a96adb3ab48fefab0350486e72e7efce01474d3e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
6651aac58c4edb121f16c286da8b65f1b86ed17618ab97e9e44687a60b33f631
|
|
BLAKE2b-256 checksum How to use checksums |
4c62d4e93fd431c2d80c045e651452f23c23190cce8207445d92d448a0e90a40
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
843e05cb4ac0d7eb12c0ac48ddf6ed4d318ba5d8a97cfdad4cb03237fea6aba1
|
|
BLAKE2b-256 checksum How to use checksums |
b4063e5d64e7b5e9bfdc7ec5782a212d7aac1d5e21e2481befb398caa1a633b8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp311-cp311-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
90adc4cf0ad7f7752f2513655bb6e5cbdedcc1d5c554152f23d96369eaef3d53
|
|
BLAKE2b-256 checksum How to use checksums |
c35eb16ba6ae9da654d7dbb4941d1bf102c22cd8f2b2d56cc3638c8970da0fdd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
7f4c2297f2baa6c567ce13af9a665d4bdd36a48ce44237fb5b6e8596308c1da8
|
|
BLAKE2b-256 checksum How to use checksums |
3737439e1b9e1c79a6e68cfb902f70c64e8f5c0c44032094a49a44f0aee8fc97
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
7139cafbb488c8c571a50fe691fe209ef2f252f7f9d1543018d621b9b56bdb1f
|
|
BLAKE2b-256 checksum How to use checksums |
363989adc2be97fc176a1665da38d3b5f099bc1c4f45dbbe3f8e362a0b15cb4f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
236d22a7a36aa01116da051f2888cdf955791c2bf4d5baafd32336e88e91bacf
|
|
BLAKE2b-256 checksum How to use checksums |
9a45fd937ac72b29d7ce49510e5606c69ce42822fa0ebfffc03bcb610f22eaa8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp310-cp310-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
cf4b8c96988e60132804cc7a38f4d9efb2628c3dceb6bbfda7825c68a01bc498
|
|
BLAKE2b-256 checksum How to use checksums |
d4d04f833be32defd2439479e13c8d9c0dadcf0b7e181358d4cd68bd8ecfea97
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
4cb63b8e491d4a6f04c0ac3c2bcedbb936570bb3f2f840715e93e11bef16ddb1
|
|
BLAKE2b-256 checksum How to use checksums |
ab48d42eefa02b837895d875e0bf319298e7e7bca311ae39f04b7fd23ebada62
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
5cc32536489610b2ba95a3c989e915c402259a29594bd8b10502f4930c248e5c
|
|
BLAKE2b-256 checksum How to use checksums |
b734dc9d4a3f305c5c6eebc472af9df0b0fedb7f396751527f49d76dea5f720a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
168c49dfcc18388ee631856fd936e6e055acac86abd645e89503a0c57bea0684
|
|
BLAKE2b-256 checksum How to use checksums |
bf571b903b038fa799161b2faaa0902c021473093efe3af3263d338ed182089a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp39-cp39-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
58fe2ee84ec39e6fafcebca0355913321dd878207df3ed38285f86e63cf22cb5
|
|
BLAKE2b-256 checksum How to use checksums |
96556caa3a3efbb619f4ffcfc9f50e1e113a573b837416760e7f418ee7825317
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.9 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
f42c50835000b0f935e1ab9ce8c43f3d4f56af14d864abb696c0d05ded538f58
|
|
BLAKE2b-256 checksum How to use checksums |
5e4a5559e665b3f851cae3cab89af5592b1cf56241241a66bc21c94e55719e73
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
cc835947a317474272174335d0c279cca76e6a0855316905ceee91959fe1a442
|
|
BLAKE2b-256 checksum How to use checksums |
150232aacce100361e5c9db01bab641a9d318ed27ca515ebab031cccc5b0046a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
e3760ded91fe1991d72d7dba489afc2e3bfe4337afc208101876a42b355e82d2
|
|
BLAKE2b-256 checksum How to use checksums |
d23b7538b5ea04f49eee35b44c165985685a0dbcd0d3e17301bc0c447c90fb07
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp38-cp38-win_amd64.whl
| Download URL | stim-1.16.dev1768882982-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3185c7cf913f49774718470f291f60346405c134c9a48c51acd06c0ba2892b70
|
|
BLAKE2b-256 checksum How to use checksums |
88c9a9e6e84ae46bfae378a7699dbfd6cbb5a0750826e8eb0e08753f3b365aa2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.8 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
8afcc7e168fb75288df411bf5096cd6baf2644c514392fa9e88667258413b6bf
|
|
BLAKE2b-256 checksum How to use checksums |
13fff90ee82a9f133c37b79c818dbb260b06319538a5f4ee89363b1df1a50741
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768882982-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
2774783097eed0d44675fdbccd3e04b29e18bbc803fffb6dd1bbf4826102c0b2
|
|
BLAKE2b-256 checksum How to use checksums |
dd7a7ac7b07f6972176c3ae7cf76cad9c2b60c406036e52966b1b8cbe10ab1f8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768882982-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768882982-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.9 MB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
476cd99f1cb62c7d0053f3d13b66331045a7ce86d29cfa9913615105c99413de
|
|
BLAKE2b-256 checksum How to use checksums |
7fb67de8c07b1aeeb45a38776d2d537d76e3d6eee32327c873d07c8befc712ca
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
