Files added late

6 files were added to this release more than 14 days after its initial publication. Inspect the release files before installing.

PyStan: The Python Interface to Stan

PyStan provides a Python interface to Stan, a package for Bayesian inference using the No-U-Turn sampler, a variant of Hamiltonian Monte Carlo.

For more information on Stan and its modeling language, see the Stan User’s Guide and Reference Manual at http://mc-stan.org/.

Important links

HTML documentation: https://pystan.readthedocs.org
Issue tracker: https://github.com/stan-dev/pystan/issues
Source code repository: https://github.com/stan-dev/pystan
Stan: http://mc-stan.org/
Stan User’s Guide and Reference Manual (pdf) available at http://mc-stan.org

Similar projects

PyMC: http://pymc-devs.github.io/pymc/

Detailed Installation Instructions

Detailed installation instructions can be found in the doc/installation_beginner.md file.

Quick Installation (Linux and macOS)

NumPy and Cython (version 0.22 or greater) are required. matplotlib is optional.

PyStan and the required packages may be installed from the Python Package Index using pip.

pip install pystan

Alternatively, if Cython (version 0.22 or greater) and NumPy are already available, PyStan may be installed from source with the following commands

git clone --recursive https://github.com/stan-dev/pystan.git
cd pystan
python setup.py install

If you encounter an ImportError after compiling from source, try changing out of the source directory before attempting import pystan. On Linux and OS X cd /tmp will work.

Example

import pystan
import numpy as np
import matplotlib.pyplot as plt

schools_code = """
data {
    int<lower=0> J; // number of schools
    real y[J]; // estimated treatment effects
    real<lower=0> sigma[J]; // s.e. of effect estimates
}
parameters {
    real mu;
    real<lower=0> tau;
    real eta[J];
}
transformed parameters {
    real theta[J];
    for (j in 1:J)
        theta[j] = mu + tau * eta[j];
}
model {
    eta ~ normal(0, 1);
    y ~ normal(theta, sigma);
}
"""

schools_dat = {'J': 8,
               'y': [28,  8, -3,  7, -1,  1, 18, 12],
               'sigma': [15, 10, 16, 11,  9, 11, 10, 18]}

sm = pystan.StanModel(model_code=schools_code)
fit = sm.sampling(data=schools_dat, iter=1000, chains=4)

print(fit)

eta = fit.extract(permuted=True)['eta']
np.mean(eta, axis=0)

# if matplotlib is installed (optional, not required), a visual summary and
# traceplot are available
fit.plot()
plt.show()

Metadata

Release files for pystan 2.19.0.0

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

Files added late

6 files were uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release files before installing.

Source distribution (sdist)

Source distribution for pystan 2.19.0.0
File	Size	Uploaded
pystan-2.19.0.0.tar.gz	16.5 MB	Apr 6, 2019	Details

Built distributions (wheels)

Table of built distributions (wheels) for pystan 2.19.0.0
File	Interpreter	ABI	Platform	Reset
pystan-2.19.0.0-cp37-cp37m-win_amd64.whl 79.7 MB Jun 3, 2019	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details
pystan-2.19.0.0-cp37-cp37m-win32.whl 55.7 MB Jun 3, 2019	CPython 3.7	CPython 3.7 pymalloc	Windows x86-32	Details
pystan-2.19.0.0-cp37-cp37m-manylinux1_x86_64.whl 67.2 MB Apr 6, 2019	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.5+ x86-64	Details
pystan-2.19.0.0-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl 37.4 MB Apr 6, 2019	CPython 3.7	CPython 3.7 pymalloc	macOS 10.10+ Intel (x86-64, i386), macOS 10.10+ x86-64, macOS 10.9+ x86-64, macOS 10.6+ Intel (x86-64, i386), macOS 10.9+ Intel (x86-64, i386)	Details
pystan-2.19.0.0-cp36-cp36m-win_amd64.whl 79.7 MB Jun 3, 2019	CPython 3.6	CPython 3.6 pymalloc	Windows x86-64	Details
pystan-2.19.0.0-cp36-cp36m-win32.whl 55.7 MB Jun 3, 2019	CPython 3.6	CPython 3.6 pymalloc	Windows x86-32	Details
pystan-2.19.0.0-cp36-cp36m-manylinux1_x86_64.whl 67.2 MB Apr 6, 2019	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.5+ x86-64	Details
pystan-2.19.0.0-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl 37.4 MB Apr 6, 2019	CPython 3.6	CPython 3.6 pymalloc	macOS 10.10+ x86-64, macOS 10.6+ Intel (x86-64, i386), macOS 10.9+ x86-64, macOS 10.9+ Intel (x86-64, i386), macOS 10.10+ Intel (x86-64, i386)	Details
pystan-2.19.0.0-cp35-cp35m-win_amd64.whl 79.7 MB Jun 3, 2019	CPython 3.5	CPython 3.5 pymalloc	Windows x86-64	Details
pystan-2.19.0.0-cp35-cp35m-win32.whl 55.6 MB Jun 3, 2019	CPython 3.5	CPython 3.5 pymalloc	Windows x86-32	Details
pystan-2.19.0.0-cp35-cp35m-manylinux1_x86_64.whl 67.2 MB Apr 6, 2019	CPython 3.5	CPython 3.5 pymalloc	Linux glibc 2.5+ x86-64	Details
pystan-2.19.0.0-cp35-cp35m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl 37.4 MB Apr 6, 2019	CPython 3.5	CPython 3.5 pymalloc	macOS 10.10+ Intel (x86-64, i386), macOS 10.10+ x86-64, macOS 10.6+ Intel (x86-64, i386), macOS 10.9+ x86-64, macOS 10.9+ Intel (x86-64, i386)	Details
pystan-2.19.0.0-cp27-cp27mu-manylinux1_x86_64.whl 67.1 MB Apr 6, 2019	CPython 2.7	CPython 2.7 pymalloc wide-unicode	Linux glibc 2.5+ x86-64	Details
pystan-2.19.0.0-cp27-cp27m-manylinux1_x86_64.whl 67.1 MB Apr 6, 2019	CPython 2.7	CPython 2.7 pymalloc	Linux glibc 2.5+ x86-64	Details
pystan-2.19.0.0-cp27-cp27m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl 37.3 MB Apr 6, 2019	CPython 2.7	CPython 2.7 pymalloc	macOS 10.9+ Intel (x86-64, i386), macOS 10.10+ Intel (x86-64, i386), macOS 10.10+ x86-64, macOS 10.6+ Intel (x86-64, i386), macOS 10.9+ x86-64	Details

Total release size: 908.1 MB

Release files / pystan-2.19.0.0.tar.gz

Download URL	pystan-2.19.0.0.tar.gz
Size	16.5 MB
Tags	Source
SHA-256 checksum How to use checksums	`b85301b960d5991918b40bd64a4e9321813657a9fc028e0f39edce7220a309eb`
BLAKE2b-256 checksum How to use checksums	`4864dc7152b7ca88903669c296beddf3a8de839c3900684136514293dc99d432`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp37-cp37m-win_amd64.whl

File added late

This file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release file before installing.

Download URL	pystan-2.19.0.0-cp37-cp37m-win_amd64.whl
Size	79.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`b8bfdc0d9cae3eb2ee627ed3a69a910b9bee14dc7332249b183018460b82e9e6`
BLAKE2b-256 checksum How to use checksums	`d2882411ad496304673559a0dbb32b8ecd83c1fbc52cf83d9e1cca2ed66cbba6`
Upload date	Jun 3, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp37-cp37m-win32.whl

File added late

This file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release file before installing.

Download URL	pystan-2.19.0.0-cp37-cp37m-win32.whl
Size	55.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-32
SHA-256 checksum How to use checksums	`c1758a0a3580503d7b3cb54b89b84a3f37f7a67b875175a477b1958485e9d381`
BLAKE2b-256 checksum How to use checksums	`5921362c04918f621903d8359754fa8d6b6fcecd31765ce6f4ecd7ddfc80432f`
Upload date	Jun 3, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp37-cp37m-manylinux1_x86_64.whl

Download URL	pystan-2.19.0.0-cp37-cp37m-manylinux1_x86_64.whl
Size	67.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`2b33917067123eec8afda90942e26eb4837810c6897db1e5949b42a08d0e23b2`
BLAKE2b-256 checksum How to use checksums	`7beac004537cd92c7dcc0112756d2cbc99707e3f67966e57285cdaca68b2e364`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Download URL	pystan-2.19.0.0-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl
Size	37.4 MB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.10+ Intel (x86-64, i386) macOS 10.10+ x86-64 macOS 10.6+ Intel (x86-64, i386) macOS 10.9+ Intel (x86-64, i386) macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`b8e6e4bef4ead53d49f59e9d30a6a7e64777db2b7d99a74e1e320f74eed4431a`
BLAKE2b-256 checksum How to use checksums	`828b9b48058afd41c41ba704eacae7ee2186a16f2cb6e22970fc97deca8bd6df`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp36-cp36m-win_amd64.whl

File added late

This file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release file before installing.

Download URL	pystan-2.19.0.0-cp36-cp36m-win_amd64.whl
Size	79.7 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`d7716156ae3739f7a38c9817824b7cf837f5e42ae2603d4020bc00a311f0df99`
BLAKE2b-256 checksum How to use checksums	`9604857bed4cfe09994b8027e86e6fb345dfa398afc3a26cb8e2dd0d5a865cba`
Upload date	Jun 3, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp36-cp36m-win32.whl

File added late

This file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release file before installing.

Download URL	pystan-2.19.0.0-cp36-cp36m-win32.whl
Size	55.7 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Windows x86-32
SHA-256 checksum How to use checksums	`3378fb5a7285077226bd59c6c1d1a3878f4156dc5a39e2a55f3790377afeedcf`
BLAKE2b-256 checksum How to use checksums	`7d56f86d1c39fcb4cdeafbbb8bf7df6e8238ffd11ed1f9da907f20662a5f5f75`
Upload date	Jun 3, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp36-cp36m-manylinux1_x86_64.whl

Download URL	pystan-2.19.0.0-cp36-cp36m-manylinux1_x86_64.whl
Size	67.2 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`fd82b211ec57d34e7a31f0349a1fd8cf84a852744406b7df851dc8596da066e8`
BLAKE2b-256 checksum How to use checksums	`9fec2252bcd6d93f27e726e8616b3e7ed6fb87924aede4afbed22a490980105e`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Download URL	pystan-2.19.0.0-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl
Size	37.4 MB
Tags	CPython 3.6 CPython 3.6 pymalloc macOS 10.10+ Intel (x86-64, i386) macOS 10.10+ x86-64 macOS 10.6+ Intel (x86-64, i386) macOS 10.9+ Intel (x86-64, i386) macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`cae9dda4f5ab3c50df0a851082a2e429946f318ea0fd83301f2bae86daf43ab3`
BLAKE2b-256 checksum How to use checksums	`01fd568f439331b7811a18367ea0f99289417fe3e8711848950e571d340cbad0`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp35-cp35m-win_amd64.whl

File added late

This file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release file before installing.

Download URL	pystan-2.19.0.0-cp35-cp35m-win_amd64.whl
Size	79.7 MB
Tags	CPython 3.5 CPython 3.5 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`c1f8271945c1f2eb89fcf5a1acbb17e9cee5f7fe606636f732c07fd22912a315`
BLAKE2b-256 checksum How to use checksums	`c2f42ea598df0c0e8bf9b1e1344d370a88f639e1a86a648c859dd2f1d4b3fca1`
Upload date	Jun 3, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp35-cp35m-win32.whl

File added late

This file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release file before installing.

Download URL	pystan-2.19.0.0-cp35-cp35m-win32.whl
Size	55.6 MB
Tags	CPython 3.5 CPython 3.5 pymalloc Windows x86-32
SHA-256 checksum How to use checksums	`53193bdaa79c9c79f3deb49258f29fbe62305d2a8cdf8dc4d67c159844859935`
BLAKE2b-256 checksum How to use checksums	`1a2cc56a8447de1e4f128c9f90be3ae45fe779ddce776345650fd45dcbc3290b`
Upload date	Jun 3, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp35-cp35m-manylinux1_x86_64.whl

Download URL	pystan-2.19.0.0-cp35-cp35m-manylinux1_x86_64.whl
Size	67.2 MB
Tags	CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`4ee613ce1499db317e056daf7fcf7888317ebf09df673533184834d1d13d02db`
BLAKE2b-256 checksum How to use checksums	`43a579ff313efbf90cd2055d9a4dac550ef0cdd6609b4c559d6979782bae9824`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp35-cp35m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Download URL	pystan-2.19.0.0-cp35-cp35m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl
Size	37.4 MB
Tags	CPython 3.5 CPython 3.5 pymalloc macOS 10.10+ Intel (x86-64, i386) macOS 10.10+ x86-64 macOS 10.6+ Intel (x86-64, i386) macOS 10.9+ Intel (x86-64, i386) macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`fcd8b5186531561dfbde7ccb9416255f4c1acb69d323070c218719a436114b08`
BLAKE2b-256 checksum How to use checksums	`56f64c49cff1e0788e691dce819a621f07153ed5c758bf1c93c3e678a8ba3f6c`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp27-cp27mu-manylinux1_x86_64.whl

Download URL	pystan-2.19.0.0-cp27-cp27mu-manylinux1_x86_64.whl
Size	67.1 MB
Tags	CPython 2.7 CPython 2.7 pymalloc wide-unicode Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`36a0503adbfbda56be724b9f5b3444d7bc25417b51e25f4c56ce6fb4d64ff4a1`
BLAKE2b-256 checksum How to use checksums	`acb467437c0ab7670f8da2c873eeba5543770410a69491e3df2d6c22308d26d5`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp27-cp27m-manylinux1_x86_64.whl

Download URL	pystan-2.19.0.0-cp27-cp27m-manylinux1_x86_64.whl
Size	67.1 MB
Tags	CPython 2.7 CPython 2.7 pymalloc Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`59e37a5601c53ef28031c1a0ca1b6cacafedb01d7e67f1e0d174f5ce7beb5e02`
BLAKE2b-256 checksum How to use checksums	`a24ae2ef79534cd839b8fe792fb7ddd7543c53c9ff6fdfb0fe0c9555e5c739cc`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release files / pystan-2.19.0.0-cp27-cp27m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Download URL	pystan-2.19.0.0-cp27-cp27m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl
Size	37.3 MB
Tags	CPython 2.7 CPython 2.7 pymalloc macOS 10.10+ Intel (x86-64, i386) macOS 10.10+ x86-64 macOS 10.6+ Intel (x86-64, i386) macOS 10.9+ Intel (x86-64, i386) macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`97375e06b1054de1e555fbe197b979836cfb2cd833dbd3d760768ea17aa41e52`
BLAKE2b-256 checksum How to use checksums	`ef8d223604a67214509869751002286afdfbcd49bfa4e41c3584179fb6844a5b`
Upload date	Apr 6, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/3.6.5`

Release history Release notifications | RSS feed

3.14.0

Sep 11, 2026 2 release files

3.10.1

Mar 12, 2026 2 release files

3.10.0

Jul 3, 2024 2 release files

3.9.1

Apr 12, 2024 2 release files

3.9.0

Feb 7, 2024 2 release files

3.8.0

Dec 14, 2023 2 release files

3.7.0

Apr 23, 2023 2 release files

3.6.0

Nov 26, 2022 2 release files

3.5.0

Jul 4, 2022 2 release files

3.4.0

Feb 15, 2022 2 release files

3.3.0

Oct 6, 2021 2 release files

3.2.0

Jun 3, 2021 2 release files

3.1.1

May 5, 2021 2 release files

3.1.0

May 3, 2021 2 release files

3.0.2

Apr 13, 2021 2 release files

3.0.1

Apr 2, 2021 2 release files

3.0.0

Mar 25, 2021 2 release files

Pre-release

3.0.0rc1

Feb 25, 2021 2 release files

Pre-release

3.0.0b8

Feb 10, 2021 2 release files

Pre-release

3.0.0b7

Jan 19, 2021 2 release files

Pre-release

3.0.0b6

Jan 16, 2021 2 release files

Pre-release

3.0.0b5

Nov 19, 2020 2 release files

Pre-release

3.0.0b4

Oct 27, 2020 2 release files

Pre-release

3.0.0b3

Oct 11, 2020 2 release files

Pre-release

3.0.0b2

Aug 20, 2020 2 release files

Pre-release

3.0.0b1

Jul 7, 2020 2 release files

2.19.1.1

Oct 27, 2019 20 release files

This release

2.19.0.0 This release

Apr 6, 2019 16 release files

2.18.1.0

Dec 29, 2018 15 release files

2.18.0.0

Aug 29, 2018 21 release files

2.17.1.0

Jan 18, 2018 18 release files

2.17.0.0

Oct 7, 2017 19 release files

2.16.0.0

Jun 24, 2017 19 release files

2.15.0.1

May 4, 2017 19 release files

2.15.0.0

Apr 23, 2017 19 release files

2.14.0.0

Jan 1, 2017 17 release files

2.12.0.0

Sep 16, 2016 15 release files

2.11.0.0

Jul 29, 2016 15 release files

2.10.0.0

Jul 19, 2016 14 release files

2.9.0.0

Jan 12, 2016 6 release files

2.8.0.2

Nov 6, 2015 4 release files

2.8.0.1

Nov 5, 2015 4 release files

2.8.0.0

Oct 1, 2015 4 release files

2.7.0.1

Aug 22, 2015 4 release files

2.7.0.0

Jul 22, 2015 1 release file

2.6.3.0

Mar 21, 2015 4 release files

2.6.0.0

Feb 10, 2015 4 release files

2.5.0.2

Jan 30, 2015 4 release files

2.5.0.1

Nov 14, 2014 4 release files

2.5.0.0

Oct 21, 2014 4 release files

2.4.0.3

Sep 9, 2014 4 release files

2.4.0.2

Sep 7, 2014 4 release files

2.4.0.1

Jul 31, 2014 7 release files

2.4.0.0

Jul 26, 2014 1 release file

2.3.0.0

Jun 26, 2014 1 release file

2.2.0.1

Apr 30, 2014 1 release file

2.2.0.0

Feb 16, 2014 1 release file

2.1.0.1

Jan 28, 2014 1 release file

2.1.0.0

Dec 26, 2013 1 release file

2.0.1.3

Dec 19, 2013 1 release file

2.0.1.2

Dec 1, 2013 1 release file

2.0.1.1

Nov 19, 2013 1 release file

2.0.1.0

Oct 24, 2013 1 release file

2.0.0.1

Oct 23, 2013 1 release file

2.0.0.0

Oct 21, 2013 1 release file

0.2.2

Sep 28, 2013 1 release file

0.2.1

Sep 17, 2013 1 release file

0.2.0

Aug 25, 2013 1 release file

0.1.1

Jul 23, 2013 1 release file

pystan 2.19.0.0

PyStan: The Python Interface to Stan

Important links

Related projects

Similar projects

Detailed Installation Instructions

Quick Installation (Linux and macOS)

Example

Project links

Key dates

2 maintainers

Credits

License

Classifiers

Metadata

Project links

Key dates

2 maintainers

Credits

License

Classifiers

Release files for pystan 2.19.0.0

Files added late

Source distribution (sdist)

Built distributions (wheels)

Release files / pystan-2.19.0.0.tar.gz

Release files / pystan-2.19.0.0-cp37-cp37m-win_amd64.whl

File added late

Release files / pystan-2.19.0.0-cp37-cp37m-win32.whl

File added late

Release files / pystan-2.19.0.0-cp37-cp37m-manylinux1_x86_64.whl

Release files / pystan-2.19.0.0-cp37-cp37m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Release files / pystan-2.19.0.0-cp36-cp36m-win_amd64.whl

File added late

Release files / pystan-2.19.0.0-cp36-cp36m-win32.whl

File added late

Release files / pystan-2.19.0.0-cp36-cp36m-manylinux1_x86_64.whl

Release files / pystan-2.19.0.0-cp36-cp36m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Release files / pystan-2.19.0.0-cp35-cp35m-win_amd64.whl

File added late

Release files / pystan-2.19.0.0-cp35-cp35m-win32.whl

File added late

Release files / pystan-2.19.0.0-cp35-cp35m-manylinux1_x86_64.whl

Release files / pystan-2.19.0.0-cp35-cp35m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Release files / pystan-2.19.0.0-cp27-cp27mu-manylinux1_x86_64.whl

Release files / pystan-2.19.0.0-cp27-cp27m-manylinux1_x86_64.whl

Release files / pystan-2.19.0.0-cp27-cp27m-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl

Release history Release notifications | RSS feed