Adelie is a fast and flexible Python package for solving lasso, elastic net, group lasso, and group elastic net problems.
- Installation: https://jamesyang007.github.io/adelie/notebooks/installation.html
- Documentation: https://jamesyang007.github.io/adelie
- Source code: https://github.com/JamesYang007/adelie
- Issue Tracker: https://github.com/JamesYang007/adelie/issues
It offers a general purpose group elastic net solver, a wide range of matrix classes that can exploit special structure to allow large-scale inputs, and an assortment of generalized linear model (GLM) classes for fitting various types of data. These matrix and GLM classes can be extended by the user for added flexibility. Many inner routines such as matrix-vector products and gradient, hessian, and loss of GLM functions have been heavily optimized and parallelized. Algorithmic optimizations such as the pivot rule for screening variables and the proximal Newton method have been carefully tuned for convergence and numerical stability.
1 maintainer
Release files for adelie 1.1.52
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| adelie-1.1.52.tar.gz | 169.9 kB | Details |
Built distributions (wheels)
Total release size: 50.1 MB
Release files / adelie-1.1.52.tar.gz
| Download URL | adelie-1.1.52.tar.gz |
|---|---|
| Size | 169.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
cd2bcb8938c4d48f1142c5916e0c7284448dde2d973595365c239535d9b44be3
|
|
BLAKE2b-256 checksum How to use checksums |
0a71e5c6bcd9429b44f4c9de1e19fa508c330df9912306d1b2831cec8c7f4c7d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp312-cp312-win_amd64.whl
| Download URL | adelie-1.1.52-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
d404902ffb3be574a0829ef17410c6ccb6c292dd4bd6040ea7128606428cd169
|
|
BLAKE2b-256 checksum How to use checksums |
7493ace6f659d0951fa4fe11d8274acd52c55f8a00193ac4d9c20455314dab8b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | adelie-1.1.52-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
68e59ba6f3b062a97e2dd239d9e4395d6daa614890fd988210ef450bacb9f6d9
|
|
BLAKE2b-256 checksum How to use checksums |
c09d173231d643e26d1230f74f5609133935434afa91de5fe42ca0a914dcaf04
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | adelie-1.1.52-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
80c573143d297bf075c2ad5232eb40d0d750db5af8b46bc012c17b8b1c4eb52d
|
|
BLAKE2b-256 checksum How to use checksums |
c414dad18b3e7fe300b3004f8ecd44055d11c20ce4e09490183638f4317e9ecf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp312-cp312-macosx_10_9_x86_64.whl
| Download URL | adelie-1.1.52-cp312-cp312-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.12 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
27124d5447c96168909ac5646f1b572d4917ed6fac13b039f12ec1d6d57c2630
|
|
BLAKE2b-256 checksum How to use checksums |
11bdd2922507dde7a959818aebbbb5c375dac0941cc6772c34a7fe0b85663bf5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp311-cp311-win_amd64.whl
| Download URL | adelie-1.1.52-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
039be48d9aa822bb73e518a089f6c5f549726cdaaeca4defa0a191b06237f8d8
|
|
BLAKE2b-256 checksum How to use checksums |
5cc84fdcb4ca072b5c0db3e75a27daa57a6f0988372e64213ac130523f38074a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | adelie-1.1.52-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
41e0d08d3815c5ff6418b778a21231a9e7e8d519ea3027c569d282336a012d8c
|
|
BLAKE2b-256 checksum How to use checksums |
9316cdfa91aab2d8c64333bb41f35090ae8f86c1e34f16e582527f37853ac6e1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | adelie-1.1.52-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
4fceb8cf3b07bcc10003ba5581a9b148122d52a0f5620dd68b8fc245d54d00d9
|
|
BLAKE2b-256 checksum How to use checksums |
70feef936a0213c5225ab6276b20a257c217439a543143c17a0a0ed239af5b42
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | adelie-1.1.52-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
0c01094a56f82b7e48110a226029d99143cb917b1f09cbf861b9ac078440eb8e
|
|
BLAKE2b-256 checksum How to use checksums |
3555d333a02390fc01391abd03cd66103706435a4020ad7c7954761092eee02c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp310-cp310-win_amd64.whl
| Download URL | adelie-1.1.52-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
bea396626f68f37ff85dea41c944fb3073345474a9474d57c2723438f26457b0
|
|
BLAKE2b-256 checksum How to use checksums |
c243517ccefde0e9cfdc0bea4adf56070b9f4a77945fca7248a99ed33114da14
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | adelie-1.1.52-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
d1673e0df88fc48144f80ab062643be5314af7f9ef93c03594eabc6913d2d8b1
|
|
BLAKE2b-256 checksum How to use checksums |
1115a8e91c660c528c3836e5abf7d257b25cde1cf58b333a824633e1f29ffc36
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | adelie-1.1.52-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d70bf2ccb4604fa2779d7b23d92f3f49af95313b6ca26d623b340f09b939434e
|
|
BLAKE2b-256 checksum How to use checksums |
0780be1bebe3336cf859ce4d6081ddd93dde088c5286f72461e531ab02a3a780
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | adelie-1.1.52-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
794e4ea6bf902f7f1b2f6e08286e690b78d5d40e7ece6c17b0cdf4209ef0e0cc
|
|
BLAKE2b-256 checksum How to use checksums |
40be97cde8361271b95ad42bf8f5c0f433b3a10a41114511b101e3b2ac9307d0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp39-cp39-win_amd64.whl
| Download URL | adelie-1.1.52-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
30cfbe375b6fa62caddf68956774630736195610a068577b4517c8a94d2b57fa
|
|
BLAKE2b-256 checksum How to use checksums |
8c70ea64ba4b7a8493cf4c2e629c4f55d0536e452ec0e0530798325f912302ba
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | adelie-1.1.52-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
ecb2e88ec333af683e9837182753e4d88aabc58b3874ef633bf75848f31868ed
|
|
BLAKE2b-256 checksum How to use checksums |
0784d902d293443afcae0e056c180edcff497e53bc30d20b220d92549f075a82
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | adelie-1.1.52-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
69f0a6ce83bafd952f7af5d4214239954d05d6794dc7bda56b74d904f91ab29f
|
|
BLAKE2b-256 checksum How to use checksums |
2ee25c988f169818912423028d07e6684541473ce8d5ffdf23c3f8c21714fde0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency logRelease files / adelie-1.1.52-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | adelie-1.1.52-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
7c723a2d522b3d5c11a5b647b467d6507ab04e0873577fd3e4992d311c351467
|
|
BLAKE2b-256 checksum How to use checksums |
01fdc81f574ba75abcc06175f561f021aeaa2567cee2ec1bed0c8318f1601584
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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 Feb 22, 2025.
Transparency log
