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 1.15.dev1743876136
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-1.15.dev1743876136.tar.gz | 842.6 kB | Details |
Built distributions (wheels)
Total release size: 98.3 MB
Release files / stim-1.15.dev1743876136.tar.gz
| Download URL | stim-1.15.dev1743876136.tar.gz |
|---|---|
| Size | 842.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e7c18fbbb1b63a58eab10a65bd7a36d5aa516bfa53cbc7214a862676971087b4
|
|
BLAKE2b-256 checksum How to use checksums |
a4d7645f5b25d3cd6f565f2a3b743e19a0c6ddcdf88e9b9a8edba518d738c2f9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp312-cp312-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2bd223611acf7e3c8269210e007c771f32d0b8910cf822cf0b054b42646abf9d
|
|
BLAKE2b-256 checksum How to use checksums |
0bc28b94b0cf986a5c4c9d6e0f104359a9b3cde0aeace176607c10c14ad60963
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
15a419907ecdc171694969819b18a50e9fa42aaebee1517724a96b35b0734422
|
|
BLAKE2b-256 checksum How to use checksums |
f646f4e9095910a04629ed3bc68e99cedb191759b8b7648711c90f59b8669991
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | stim-1.15.dev1743876136-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d9e0cfccd656511b9b4ceb8381405b39819a45c0ff107aa6b5edcc5ce9c0b659
|
|
BLAKE2b-256 checksum How to use checksums |
31a93c4054e1d732fb23bb3bd08ad11b17255ce7d62535b94dd086cba8fbfc80
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp312-cp312-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp312-cp312-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.12 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
b7002c16d5be0af53b3d2e9ca8d44778da141e9536285762d09381ce0b8cad77
|
|
BLAKE2b-256 checksum How to use checksums |
adadebff20b836d294eea7ab239f7f3281c9d2f4d7de2c1e920480db18748f21
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp311-cp311-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
1c97c8fa7f028728af64d61c9217ca6d0aecdd30cab0f1f9ffb97e103d04eef5
|
|
BLAKE2b-256 checksum How to use checksums |
c13fba73c0caaa52f1d997a5f319bc96b697432483325a884d88130818055ac0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
99ae9468b8fffceb0809f95f12041c0cfc60ecc7bffcdc731ce7e12c82a45cdc
|
|
BLAKE2b-256 checksum How to use checksums |
0c9024ac3b39c18e9137f54e0c9bf7bca5b4a4fd6dd21daef47855254ee9f8de
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | stim-1.15.dev1743876136-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
0aee9b521b1e420f75a8c26d94c549f2b2c75ff8d451f8abc77105c570662c77
|
|
BLAKE2b-256 checksum How to use checksums |
fa69495f07f73dd9b0d2252bceaaf620ca69513fe6fec784f9c7c74a64ed6288
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
9f0daa3fd34e1c07b27be1f3dc4cfd3ff6c927f5c22ab24f7c69825bbf56f435
|
|
BLAKE2b-256 checksum How to use checksums |
0d872871083a01ed22b81eb9bdd16ce9375347dbd225360c46d8374cfcc7c513
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp310-cp310-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
7c0a7df0fad8a7916be6097d40a13b4e5acb62cd2a7e8622369e4670ace506d9
|
|
BLAKE2b-256 checksum How to use checksums |
5ab25788aa2d6cdd6d66d97cb3c2bba2e9a1966fd322938aadd1800d7afdf1c9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
a2866a8cbe24b7744202290796f1239edc4aa789ccd2516818ef3afb6ea792aa
|
|
BLAKE2b-256 checksum How to use checksums |
4e5d4852d54f0d04ff252f827df1763bce7c9dfc68106b356027d7834ec1a581
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | stim-1.15.dev1743876136-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
9d91a422b9b7f618744abfaab90b7930b3249127c136a5ce88ae9cd2d0b5ddc8
|
|
BLAKE2b-256 checksum How to use checksums |
1d7ae26ace3d347f52531259936e4b8336bee0d778867a3f8fcca08c38dd610e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
7ea292480552155c9dc3ae305ce68694f7c1c3578122c3ffd4159517b655d894
|
|
BLAKE2b-256 checksum How to use checksums |
93da5e1e2a2ea9507bd4f4763216f3a8daf947feb7aae31d116ea0c24c341922
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp39-cp39-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
337bd4ce30a996b463f83962bdc2e4cf1d399e24a2b798f0e4da0414e87fe791
|
|
BLAKE2b-256 checksum How to use checksums |
e36e8c69d077706a57f362f02fed04c97d7756ab22e6babaaa2e33779c370b8e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
ea96fbf7ee0a3da6fe034dd7cf17f82c5af5ea4391a8b8865a76c233b0be3d5e
|
|
BLAKE2b-256 checksum How to use checksums |
e49640c0747be69a88184b6b7ce65bedcf5f7c8e0c5b64b5bf0e8246d8a5193e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | stim-1.15.dev1743876136-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.8 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
bff554b016adb8e3f5d9de319fd797bee9b052d2f3224d8d92546cc6e952386e
|
|
BLAKE2b-256 checksum How to use checksums |
6284241dbbf197108591cf57d5ab02103a85526a6b541c08c931d436a1e67222
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
cbaca76df088a04705d01a4eb5361e1fcca8b89451a893dc7355d1345941aee4
|
|
BLAKE2b-256 checksum How to use checksums |
d7a7214cbb88f9138d782eaa73b03eedad3a49a7c5c23c664342ffa2336874a4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp38-cp38-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
02e0a8f50ce7e8084e130bf1fd2a753e960e79c966d81c7e7f1a30c8423fe81a
|
|
BLAKE2b-256 checksum How to use checksums |
53dd245f1542ef081a1b08d5846d7d0e0e5cc6f97f2c5f9e1b4cf87aa49865fb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.9 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
c563949920c2856c8fe17862bfe46ea180e954739a8b5ddd132726267db73f68
|
|
BLAKE2b-256 checksum How to use checksums |
d8f695b5503e6f813d4c85135397155e31ec7b53a2fb5e88ef6a8a3b10b99de6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | stim-1.15.dev1743876136-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.5 MB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
9e3e05111320f6b36da447ce9c759070b58a84c0669c9ab7c7f47ff76773c1a0
|
|
BLAKE2b-256 checksum How to use checksums |
aa9280c149155121772b9eee2be12de565df0df57828bbb7e5d10ff9be549ce8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
bba9d53b74760238c183fafac7e307d55161becdfdb5b0bca6e5b38308f583e1
|
|
BLAKE2b-256 checksum How to use checksums |
b0df73b7c71c3d4adcce48e9df15e8da79cf01f668cf5dc19612829e2691026e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp37-cp37m-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
4d3750df3ae6f1671a32181cbb1e0f1e4c314bd2006a0e9cc6b7b448317ac9ef
|
|
BLAKE2b-256 checksum How to use checksums |
eeb442dbe7cf00edf4721c323c801dca96f75bd8c4d8e8877697f6c2ae49db5a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp37-cp37m-win32.whl
| Download URL | stim-1.15.dev1743876136-cp37-cp37m-win32.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
04f835feacde2e2dddf54491c07a248b0f9886c0089c4e0c37adc53a2e38338c
|
|
BLAKE2b-256 checksum How to use checksums |
49da3ffd32fcd2347dbbcdb156dbec303f305758292082965fedc6566198f679
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 5.0 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
a6fce4e321aedc4115fd7f3225e0056fb26e47c4362975ab7a0044173b2640d1
|
|
BLAKE2b-256 checksum How to use checksums |
be466664e1cdfcb8840350db3588622f126bc8d3ad461aa8a4639fbb22454c16
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | stim-1.15.dev1743876136-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 |
|
SHA-256 checksum How to use checksums |
679c544911e78295b1eb4132f05bbbddde2f33e503668aa0a2a74bbf894f2ffe
|
|
BLAKE2b-256 checksum How to use checksums |
6761624da16aebad79c54d9905d8f3ec496b5da3cb05e75663a90fa1780cf690
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp37-cp37m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
908554806533fc4390df3bbdd8f2c153a91ec9b4bec46fad52e9d25068a91174
|
|
BLAKE2b-256 checksum How to use checksums |
9d48c9df3a2258b16955e087e7cbcf5b38099ceab93c61a7bd7a0f1571250761
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp36-cp36m-win_amd64.whl
| Download URL | stim-1.15.dev1743876136-cp36-cp36m-win_amd64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
b4979401da39fdefadd583c628c16455d8d1308504005a914fa4ed190a345486
|
|
BLAKE2b-256 checksum How to use checksums |
0af1db6e4891925a79ed8c117aaad8173392d5b8ea103edf9c6fd26478b4a5f7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp36-cp36m-win32.whl
| Download URL | stim-1.15.dev1743876136-cp36-cp36m-win32.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
3a977d4f923a1b63fe39c23abe03ee6ec6de2f9d4c3ee96bfb79a1a28a6bc94d
|
|
BLAKE2b-256 checksum How to use checksums |
cde19fd7ecd989fbdfd417d1eb40f11f1aed8b72b09fa8280c209804d73ce732
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 5.0 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
25a081ec96c1757420f9fa996e7217fa7c53bfc040585bf12e9eba9b8b1df3ed
|
|
BLAKE2b-256 checksum How to use checksums |
fde43dc0d762fa24167c072ee663fe449d8a7181b25ecd139d57ae651b896c5a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | stim-1.15.dev1743876136-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 |
|
SHA-256 checksum How to use checksums |
793f3583ec6e4e227aa87d75f6e615c3bd9879ebe13bb1cd9be213458a45f1fe
|
|
BLAKE2b-256 checksum How to use checksums |
4fe65643606bf432d4e58b6810d31904911f90842a69703df4e722e1d45e11da
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.15.dev1743876136-cp36-cp36m-macosx_10_9_x86_64.whl
| Download URL | stim-1.15.dev1743876136-cp36-cp36m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
e24f14bd567decf1a98cafd9e5bf1cc7a92ca5a0896bc9963e0f98111a035e9e
|
|
BLAKE2b-256 checksum How to use checksums |
3aafca8a28b75f0684810b00caca7abdac8d6e89373016ff9ccd42c360d64083
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
