cuTAGI is an open-source Bayesian neural networks library that is based on Tractable Approximate Gaussian Inference (TAGI) theory
Raw data
{
"_id": null,
"home_page": "https://github.com/lhnguyen102/cuTAGI",
"name": "pytagi",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.9",
"maintainer_email": null,
"keywords": "Bayesian, Neural Networks, Machine Learning, Tractability, C++11, CUDA",
"author": "Luong-Ha Nguyen and James-A. Goulet",
"author_email": "luongha.nguyen@gmail.com, james.goulet@polymtl.ca",
"download_url": "https://files.pythonhosted.org/packages/28/5f/b261cca418c28b8e581ccf6345b70a4dcc517b5071b465a15894fbf634d6/pytagi-0.1.11.tar.gz",
"platform": null,
"description": "cuTAGI is an open-source Bayesian neural networks library that is based on Tractable Approximate Gaussian Inference (TAGI) theory\n",
"bugtrack_url": null,
"license": "MIT",
"summary": "Tractable Approximate Gaussian Inference",
"version": "0.1.11",
"project_urls": {
"Download_url": "https://github.com/lhnguyen102/cuTAGI",
"Homepage": "https://github.com/lhnguyen102/cuTAGI"
},
"split_keywords": [
"bayesian",
" neural networks",
" machine learning",
" tractability",
" c++11",
" cuda"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "c54604f15371d07e700374999b21fc09d5f52670aa9869f21f39d9fb1e470209",
"md5": "6f4c1624493a9ac8565e15860ccdf17b",
"sha256": "ebb0c2a7a5965fcf70fb59f84c275b0ad73c67bb8afe3ed261becfa6e1dba2bd"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp310-cp310-macosx_10_9_x86_64.whl",
"has_sig": false,
"md5_digest": "6f4c1624493a9ac8565e15860ccdf17b",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 502580,
"upload_time": "2024-09-13T12:48:31",
"upload_time_iso_8601": "2024-09-13T12:48:31.026128Z",
"url": "https://files.pythonhosted.org/packages/c5/46/04f15371d07e700374999b21fc09d5f52670aa9869f21f39d9fb1e470209/pytagi-0.1.11-cp310-cp310-macosx_10_9_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "d26d1023c047f0fc22e89d8eb7e75a75da162ad548362969fd2bcbe65530d5ea",
"md5": "b951dc4c53ae4eb1bb131bd2f275032d",
"sha256": "76a14af38eadded1189d2c5b6248d91cea7f7fa52692f0b8c4bb31a917cf66b9"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp310-cp310-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "b951dc4c53ae4eb1bb131bd2f275032d",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 451948,
"upload_time": "2024-09-13T12:48:32",
"upload_time_iso_8601": "2024-09-13T12:48:32.150310Z",
"url": "https://files.pythonhosted.org/packages/d2/6d/1023c047f0fc22e89d8eb7e75a75da162ad548362969fd2bcbe65530d5ea/pytagi-0.1.11-cp310-cp310-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "bb0256f0d19f48ce2828fda0b18cc8c095c508a5b1a796125c58799424ee57a3",
"md5": "c052b5f84a527b8f8bd42527592a9f69",
"sha256": "019eae22f8b9b28347b06d410722bf3ea214d828beacb95a53848bdca8ed57a6"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp310-cp310-manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "c052b5f84a527b8f8bd42527592a9f69",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": ">=3.9",
"size": 1404641,
"upload_time": "2024-09-13T12:48:33",
"upload_time_iso_8601": "2024-09-13T12:48:33.412514Z",
"url": "https://files.pythonhosted.org/packages/bb/02/56f0d19f48ce2828fda0b18cc8c095c508a5b1a796125c58799424ee57a3/pytagi-0.1.11-cp310-cp310-manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "73f845b923512e0907fdd6f0bab57f00368853c47ed7eeed3149f01a0a6cbdfd",
"md5": "dbe67f69094edfca0eab593db8cae15d",
"sha256": "87c8fadb37cffe1476e84af1904cef389b3863571ce3bb60c8ce7214de3f78aa"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp311-cp311-macosx_10_9_x86_64.whl",
"has_sig": false,
"md5_digest": "dbe67f69094edfca0eab593db8cae15d",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 503748,
"upload_time": "2024-09-13T12:48:34",
"upload_time_iso_8601": "2024-09-13T12:48:34.479730Z",
"url": "https://files.pythonhosted.org/packages/73/f8/45b923512e0907fdd6f0bab57f00368853c47ed7eeed3149f01a0a6cbdfd/pytagi-0.1.11-cp311-cp311-macosx_10_9_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "b82b7dea4f6d01cf801295e92e7fd62811bc4f7431e65e5209de53937c5654a7",
"md5": "b4a3c6332ec8cd823ab594b5b3757f3b",
"sha256": "e6b5224356629faf84a6621dcdb6b730e2c3a30d902046126ba6e0744fe38812"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp311-cp311-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "b4a3c6332ec8cd823ab594b5b3757f3b",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 453357,
"upload_time": "2024-09-13T12:48:35",
"upload_time_iso_8601": "2024-09-13T12:48:35.587851Z",
"url": "https://files.pythonhosted.org/packages/b8/2b/7dea4f6d01cf801295e92e7fd62811bc4f7431e65e5209de53937c5654a7/pytagi-0.1.11-cp311-cp311-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "9e8d4a32d6ea444c32822e83f5fc1b89fe3b4d07d745a2c23125b24fe703b116",
"md5": "727d9c2641e7fdbceca776fd6496cd10",
"sha256": "acc1a50026e796e963e0363154e6da0d9cd77f31d4e38756c69791d84c1fe0c9"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp311-cp311-manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "727d9c2641e7fdbceca776fd6496cd10",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": ">=3.9",
"size": 1409045,
"upload_time": "2024-09-13T12:48:36",
"upload_time_iso_8601": "2024-09-13T12:48:36.616456Z",
"url": "https://files.pythonhosted.org/packages/9e/8d/4a32d6ea444c32822e83f5fc1b89fe3b4d07d745a2c23125b24fe703b116/pytagi-0.1.11-cp311-cp311-manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "5f1c310613aa53200247a648cdf39a9d9927303e207c57cdb9abbae19799daa5",
"md5": "9cb6f6fc48a81e6d7bb017a998c36098",
"sha256": "58ec324beda4b13da0284370ff9c21a5dcebc80232f1944708c40e7e1bbb23a1"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp39-cp39-macosx_10_9_x86_64.whl",
"has_sig": false,
"md5_digest": "9cb6f6fc48a81e6d7bb017a998c36098",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 502687,
"upload_time": "2024-09-13T12:48:38",
"upload_time_iso_8601": "2024-09-13T12:48:38.288652Z",
"url": "https://files.pythonhosted.org/packages/5f/1c/310613aa53200247a648cdf39a9d9927303e207c57cdb9abbae19799daa5/pytagi-0.1.11-cp39-cp39-macosx_10_9_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "2654d3107560c91d51e983c82a3cce45845c3171b63d10356ee7a10e9ed75dd3",
"md5": "703b6965f07acb35760e528a93388861",
"sha256": "357f29c5b2558eac334bf21ac7e40c86a030336b8c4a55af4754f50ad1c4b39f"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp39-cp39-macosx_11_0_arm64.whl",
"has_sig": false,
"md5_digest": "703b6965f07acb35760e528a93388861",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 452028,
"upload_time": "2024-09-13T12:48:39",
"upload_time_iso_8601": "2024-09-13T12:48:39.290295Z",
"url": "https://files.pythonhosted.org/packages/26/54/d3107560c91d51e983c82a3cce45845c3171b63d10356ee7a10e9ed75dd3/pytagi-0.1.11-cp39-cp39-macosx_11_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "5342d31155c97272bfe644796c30faaa3e8fe192546c40572d05fb81af1d8fce",
"md5": "939d8c56e99917cfbea92776b8d2f052",
"sha256": "8f1283c4084fd73fe8d7bf037f63d11200340384f14afb6cbbe7abece24fb199"
},
"downloads": -1,
"filename": "pytagi-0.1.11-cp39-cp39-manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "939d8c56e99917cfbea92776b8d2f052",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": ">=3.9",
"size": 1414507,
"upload_time": "2024-09-13T12:48:40",
"upload_time_iso_8601": "2024-09-13T12:48:40.336781Z",
"url": "https://files.pythonhosted.org/packages/53/42/d31155c97272bfe644796c30faaa3e8fe192546c40572d05fb81af1d8fce/pytagi-0.1.11-cp39-cp39-manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "285fb261cca418c28b8e581ccf6345b70a4dcc517b5071b465a15894fbf634d6",
"md5": "fa21debfebfb1f0392a43c5ffbb27a7e",
"sha256": "38eade3cabefc3b59b8faefe7142c212b86ce262299821179c498e19d2f9ab0e"
},
"downloads": -1,
"filename": "pytagi-0.1.11.tar.gz",
"has_sig": false,
"md5_digest": "fa21debfebfb1f0392a43c5ffbb27a7e",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.9",
"size": 230843,
"upload_time": "2024-09-13T12:48:41",
"upload_time_iso_8601": "2024-09-13T12:48:41.378820Z",
"url": "https://files.pythonhosted.org/packages/28/5f/b261cca418c28b8e581ccf6345b70a4dcc517b5071b465a15894fbf634d6/pytagi-0.1.11.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-09-13 12:48:41",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "lhnguyen102",
"github_project": "cuTAGI",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [
{
"name": "matplotlib",
"specs": [
[
"==",
"3.8.2"
]
]
},
{
"name": "ninja",
"specs": [
[
"==",
"1.11.1.1"
]
]
},
{
"name": "numpy",
"specs": [
[
"==",
"1.26.0"
]
]
},
{
"name": "pandas",
"specs": [
[
"==",
"2.1.4"
]
]
},
{
"name": "tqdm",
"specs": [
[
"==",
"4.66.1"
]
]
},
{
"name": "fire",
"specs": [
[
"==",
"0.5.0"
]
]
}
],
"lcname": "pytagi"
}