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.dev1778646275
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.dev1778646275.tar.gz | 882.8 kB | Details |
Built distributions (wheels)
Total release size: 88.5 MB
Release files / stim-1.16.dev1778646275.tar.gz
| Download URL | stim-1.16.dev1778646275.tar.gz |
|---|---|
| Size | 882.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
883154366a1c57fce89a08c458a8cf4d3cec72069244b8b1d5017ec749fbef32
|
|
BLAKE2b-256 checksum How to use checksums |
c18a054dd766cde8c7f425048559fca42c5b59bc5cf8aea18f6fa12ba4013389
|
| 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.dev1778646275-cp314-cp314-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a1925051327d587c26713adc9b980234b1d598e7ab1d08798d335786590e4af4
|
|
BLAKE2b-256 checksum How to use checksums |
f3a43cdcd4063ead8d9331e5882df0b030b882bb0666ee9e405d7adc753c39f8
|
| 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.dev1778646275-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
7a49c04196cfc9b12da36adeae121b9f296ab83d2b89e759d8b35aa524b0cc9a
|
|
BLAKE2b-256 checksum How to use checksums |
ca748d97d54998ca17ae43d4277ae87f2835c4c98d414a971b16d146828fb553
|
| 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.dev1778646275-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
fe042223093c7592860fca8f892c02c4ee3a3bf966084c81378194a911121d21
|
|
BLAKE2b-256 checksum How to use checksums |
b9c934696d30780209bb3ad25db516e294ed693aec1684bdd34ff506dbbede2c
|
| 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.dev1778646275-cp314-cp314-macosx_10_15_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
a6bee2039b20a121b66d196c7b704142b639ba9f740838cd842c7aa868499465
|
|
BLAKE2b-256 checksum How to use checksums |
d0a207c17b7807f67eb7a28a81cf190c8c8e4a61aba9a28fe1956cd89f3a5d91
|
| 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.dev1778646275-cp313-cp313-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
53e2ac8a8c0dcc738ef2659cfcde08fb7f609af1397877225543355c20f545c5
|
|
BLAKE2b-256 checksum How to use checksums |
cb62e1547a914450a54b3c7c3577f073fad032a59d0037cc6db4dfe9b1799f09
|
| 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.dev1778646275-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
657eaedb5d6600cf04affbfe5d580c8c28533464cc50b223138a8252e00ce2b1
|
|
BLAKE2b-256 checksum How to use checksums |
882b53d02d75df41a8c1f820c12e7cbb89008e5ebfcb0fb08bc8b9b4711403e9
|
| 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.dev1778646275-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
50f829fd6d39bec2530e8c0dc5f18371fe9e929f551925294b12268fa6d4d52b
|
|
BLAKE2b-256 checksum How to use checksums |
64dea80a5b3ef1096f9d534b9e9c5c8af18bdfce2bfe2b2cb8ce323f55d1d8df
|
| 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.dev1778646275-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
7e2c82445d985285ed90224732af21b89f77b1b0ee04ecb484ab91a348dad9e0
|
|
BLAKE2b-256 checksum How to use checksums |
3b155761d68dc759d9fdec02d269e8817062c8ac4cc7df3c1f32bcf1250f2bd3
|
| 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.dev1778646275-cp312-cp312-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
41613fe8ad164e614fd728878cb51c6af5a4d503c530f9d839405cf89479d1e4
|
|
BLAKE2b-256 checksum How to use checksums |
6b1257f91f99ee458b08bd6956fbeb59de7a53cdd6a5a4fb383b6dcc3d418c9c
|
| 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.dev1778646275-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
68fce7ac54791f06aabcec596f4561a5b9ffdd9c1fd41dd24c447f9c5b0d1418
|
|
BLAKE2b-256 checksum How to use checksums |
75b97127feb34ad29f0fac5bc2738fbb9d3a2c5c6f5b13c1af7fc879b75719c4
|
| 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.dev1778646275-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
3b32e07cb28ef7fc4a55a86bbdd954036750831d5d165df83e2a16f8a2d19179
|
|
BLAKE2b-256 checksum How to use checksums |
14bf923636a540d6f7d6c86c3580e233e5686825d6b75a4c265f20b3a27d0f92
|
| 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.dev1778646275-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
1f423866203dbdf5e50ed6b9713e98ce7dddcab2079ed6397ffbcf407a714b37
|
|
BLAKE2b-256 checksum How to use checksums |
ecd904a9958f6dc6f3c29cd23a7a7b86177a0a8de9aa090e373513eae3ceffe6
|
| 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.dev1778646275-cp311-cp311-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
b4da46ff0ed3563047a1bfb2d3a427c7837be8f1f156959168d28ddfdf3d1771
|
|
BLAKE2b-256 checksum How to use checksums |
e74fe6114eafb9471ae0745de49fa2b76a008df0dfbed6d70c6d31e0713fa3ff
|
| 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.dev1778646275-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
323f3ef8a8da00b32b2f1073b531f607ed48c4e261bcd3899781cf7744b47a52
|
|
BLAKE2b-256 checksum How to use checksums |
25e6a77bf50ad24d8003f80ee7c539c231590a2b975bcf37d0a36351142a01ee
|
| 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.dev1778646275-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
f8fc657fb22c812cfd79069e0c93f06cd0e5840e7b5257baf9bc5069af95d9fe
|
|
BLAKE2b-256 checksum How to use checksums |
75f052fe6a17ed8110e322262a097441411f676a0640745709b0a02b47b75302
|
| 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.dev1778646275-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
52e4d5d4cefd3de7c12a509ff9fadfcf59f84395d8ddf755db8024ec00c3ada8
|
|
BLAKE2b-256 checksum How to use checksums |
4d89cd46d636d63291970fd2d139d29025ffc617a31c54745c41e7fb7152191a
|
| 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.dev1778646275-cp310-cp310-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
58b4213d500a5477f86118b0ab935f81d85231bbb0bc644079b52f9c2b4f5fb5
|
|
BLAKE2b-256 checksum How to use checksums |
6080094a36787fd93d3afdc43ac7de58900abbea5c9ac230b2afb5a51c5c7017
|
| 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.dev1778646275-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
a86617ab60214ab57dc396c68d1cdbc6af811eb71f0ffba1bfffe2eff418ba70
|
|
BLAKE2b-256 checksum How to use checksums |
4de2cc6fc141f1c5a6faa787fba0923bd5771393b816ef65079d19cfb619a36b
|
| 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.dev1778646275-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
53b21fb6f40542d8ac790dfd307c87ba3d841b09d9e521b2b6bcbf6035aeb6ff
|
|
BLAKE2b-256 checksum How to use checksums |
161567ad0306abb987ab7d69fb4cb893326f27f26e3723c1e5bcea63c5620a4d
|
| 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.dev1778646275-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
c1e564778657dc5e328b4cb110e8d062720b60f94d72d189aa72d692b3e7a269
|
|
BLAKE2b-256 checksum How to use checksums |
27db7d1327d9a9ee5da6c23b66b5db2099dc1a6ab09b82605845208781f3029f
|
| 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.dev1778646275-cp39-cp39-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
0f56d851ca83a43f96b9b137539b4bfb4366e0a46b9885ec779b138d5e1518df
|
|
BLAKE2b-256 checksum How to use checksums |
08ce2888fedf18521defbefcb9ad04980d18afb40373acd64ab59513e5494488
|
| 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.dev1778646275-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
71f79e3357ec59660e37565a3bed42de3e4b827ba4d584e6d547facd379971b2
|
|
BLAKE2b-256 checksum How to use checksums |
37470fea5a5546283fb578127a3ccd2e64e24cc94937aa642b5a3b740e1d3297
|
| 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.dev1778646275-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
ab2598645afe042285b614c16f701cc62a1846cbf5f6cbf0710bd45180a7aa6e
|
|
BLAKE2b-256 checksum How to use checksums |
b21fe5a01909f7d52778b185df1adeed256f856a2dc3e8abc539e6c443744d80
|
| 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.dev1778646275-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
fafbf72f53d5dc562b89d4c9c736d52b7b28ab5f71036f1e1bbffe09b315be30
|
|
BLAKE2b-256 checksum How to use checksums |
683390b93d94ad7d974ead5628127d75a9ee270a5fa40484fb696100960ac57e
|
| 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.dev1778646275-cp38-cp38-win_amd64.whl
| Download URL | stim-1.16.dev1778646275-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
df28dbf25f7fa89da9a9b8bb2afbc156104bfe5e209f63d3b7ac4b5e8cedc1e5
|
|
BLAKE2b-256 checksum How to use checksums |
a23790b6ec7562f932c0f6e1c9628982fa51bedc928c30f37bd53f522dcccc30
|
| 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.dev1778646275-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
19caac359f85de7a0a578167e330f83b3056c45a229768f7a611d38daf77d962
|
|
BLAKE2b-256 checksum How to use checksums |
8125e6fab189e7fc7348a31c06acd6d730075ae19bd473a9eccf7c698270956c
|
| 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.dev1778646275-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1778646275-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 |
ff7665822770be7da9386c2131fba50be15cd9f088810915a426457bde9e70ca
|
|
BLAKE2b-256 checksum How to use checksums |
ed38ce6cd1a9baf8c86922b2c677b8d063a29a649f70f812e9afc3440f0b0c05
|
| 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.dev1778646275-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1778646275-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 |
5a0da133b3a56dd02a92c5c561f8f9c64906112f22a63b0b1bc77e364077e439
|
|
BLAKE2b-256 checksum How to use checksums |
787849b67f9ea608daf5df39bb6dba1762883eecf2985d834dc3a21b4d558ee9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
