{
"info": {
"author": "Benoit Anctil-Robitaille and Pierre-Luc Delisle",
"author_email": "benoit.anctil-robitaille.1@ens.etsmtl.ca",
"bugtrack_url": null,
"classifiers": [
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.7"
],
"description": "# ![](\"/icons/artificial-intelligence.png\")
SAMITorch\n\n## Welcome to SAMITorch\n\n[](https://travis-ci.com/sami-ets/SAMITorch)\n\n\n\n\n\n\nSAMITorch is a deep learning framework for *Shape Analysis in Medical Imaging* laboratory of [\u00c9cole de technologie sup\u00e9rieure](https://www.etsmtl.ca/) using [PyTorch](https://github.com/pytorch) library.\nIt implements an extensive set of loaders, transformers, models and data sets suited for deep learning in medical imaging.\nOur objective is to build a tested, standard framework for quickly producing results in deep learning reasearch applied to medical imaging. \n\n# Table Of Contents\n\n- [Authors](#authors)\n- [References](#references)\n- [Project architecture](#project-architecture)\n - [Folder structure](#folder-structure)\n - [Main Components](#main-components)\n - [Models](#models)\n - [Transformers](#transformers)\n - [Configuration](#configs)\n - [Main](#main)\n - [Contributing](#contributing)\n - [Branch naming](#branch-naming)\n - [Commits syntax](#commits-syntax)\n - [Acknowledgments](#acknowledgments)\n \n \n## Authors\n\n* Pierre-Luc Delisle - [pldelisle](https://github.com/pldelisle) \n* Benoit Anctil-Robitaille - [banctilrobitaille](https://github.com/banctilrobitaille)\n\n## References\n\n#### Segmentation\n```\n@article{RN10,\n author = {\u00c7i\u00e7ek, \u00d6zg\u00fcn and Abdulkadir, Ahmed and Lienkamp, Soeren S. and Brox, Thomas and Ronneberger, Olaf},\n title = {3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation},\n journal = {eprint arXiv:1606.06650},\n pages = {arXiv:1606.06650},\n url = {https://ui.adsabs.harvard.edu/\\#abs/2016arXiv160606650C},\n year = {2016},\n type = {Journal Article}\n}\n```\n\n#### Classification\n```\n@inproceedings{RN12,\n author = {He, K. and Zhang, X. and Ren, S. and Sun, J.},\n title = {Deep Residual Learning for Image Recognition},\n booktitle = {2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},\n pages = {770-778},\n ISBN = {1063-6919},\n DOI = {10.1109/CVPR.2016.90},\n type = {Conference Proceedings}\n}\n```\n\n#### Diffusion imaging\n\n#### Application\n\n\n## Setup\n> pip install -r [path/to/requirements.txt] \n> python3 .py\n\n\n## Project architecture\n### Folder structure\n\n```\n\u2500\u2500 samitorch\n| \u251c\u2500\u2500 configs - This folder contains the YAML configuration files.\n| \u2502 \u251c\u2500\u2500 configurations.py - This file contains the definitions of different configuration classes.\n| \u2502 |\u2500\u2500 resnet3d.yaml - Standard ResNet 3D configuration file and model definition.\n| \u2502 \u2514\u2500\u2500 unet3d.yaml - Standard UNet 3D configuration file and model definition.\n| |\n| \u251c\u2500\u2500 initializers - This folder contains custom layer/op initializers. \n| | \u2514\u2500\u2500 initializers.py\n| \u2502\n| \u251c\u2500\u2500 inputs - This folder contains anything relative to inputs to a network.\n| | |\u2500\u2500 batch.py - Contains Batch definition object used in training. \n| | |\u2500\u2500 datasets.py - Contains basic dataset definition for classification and segmentation.\n| | |\u2500\u2500 images.py - Contains Enums for various methods.\n| | |\u2500\u2500 patch.py - Contains Patch definition used in segmentation problems.\n| | |\u2500\u2500 sample.py - Contains a Sample object.\n| | |\u2500\u2500 transformers.py - Contains a series of common transformations.\n| | \u2514\u2500\u2500 utils.py - Contains various utilitary methods.\n| | \n| \u251c\u2500\u2500 models - This folder contains any standard and tested deep learning models.\n| \u2502 |\u2500\u2500 layers.py - Contains layer definitions. \n| | |\u2500\u2500 resnet3d.py - Contains a standard ResNet 3D model.\n| | \u2514\u2500\u2500 unet3d.py - Contains a standard UNet 3D model. \n| |\n| |\u2500\u2500 parsers - This folder contains parsers definition used in SAMITorch.\n| |\n| \u251c\u2500\u2500 preprocessing - This folder contains anything relative to input preprocessing, and scripts that must be executed prior training.\n| |\n| \u2514\u2500\u2500 utils - This folder contains any utils you may need.\n| |\u2500\u2500 files.py - Contains file related utils methods.\n| |\u2500\u2500 slice_builder.py - Contains an object to build slices out of a data sets (for image segmentation).\n| \u2514\u2500\u2500 tensors.py - Contains tensor related utils methods. \n\u2500\u2500 tests - Folder containing unit tests of the standard framework api and functions.\n\n```\n\n### Main components\n(To be documented shortly...)\n#### Models\n\n#### Transformers\n\n#### Configs\n\n#### Main\n\n## Contributing\nIf you find a bug or have an idea for an improvement, please first have a look at our [contribution guideline](https://github.com/sami-ets/SAMITorch/blob/master/CONTRIBUTING.md). Then,\n- [X] Create a branch by feature and/or bug fix\n- [X] Get the code\n- [X] Commit and push\n- [X] Create a pull request\n\n## Branch naming\n\n| Instance | Branch | Description, Instructions, Notes |\n|-----------------|-----------------------------------------------------|----------------------------------------------------|\n| Stable | stable | Accepts merges from Development and Hotfixes |\n| Development | dev/ [Short description] [Issue number] | Accepts merges from Features / Issues and Hotfixes |\n| Features/Issues | feature/ [Short feature description] [Issue number] | Always branch off HEAD or dev/ |\n| Hotfix | fix/ [Short feature description] [Issue number] | Always branch off Stable |\n\n## Commits syntax\n\n##### Adding code:\n> \\+ Added [Short Description] [Issue Number]\n\n##### Deleting code:\n> \\- Deleted [Short Description] [Issue Number]\n\n##### Modifying code:\n> \\* Changed [Short Description] [Issue Number]\n\n##### Merging branches:\n> Y Merged [Short Description]\n\n## To build documentation\n\nSAMITorch uses Sphinx Documentation. To build doc, simply execute the following: \n\n> cd docs \n> sphinx-build -b html source build \n\n\n## Acknowledgment\nThanks to [\u00c9cole de technologie sup\u00e9rieure](https://www.etsmtl.ca/), [Herv\u00e9 Lombaert](https://profs.etsmtl.ca/hlombaert/) and [Christian Desrosiers](https://www.etsmtl.ca/Professeurs/cdesrosiers/Accueil) for providing us a lab and helping us in our research activities.\n\nIcons made by Freepik from www.flaticon.com is licensed by CC 3.0 BY",
"description_content_type": "text/markdown",
"docs_url": null,
"download_url": "",
"downloads": {
"last_day": -1,
"last_month": -1,
"last_week": -1
},
"home_page": "",
"keywords": "",
"license": "MIT",
"maintainer": "",
"maintainer_email": "",
"name": "SAMITorch",
"package_url": "https://pypi.org/project/SAMITorch/",
"platform": "",
"project_url": "https://pypi.org/project/SAMITorch/",
"project_urls": null,
"release_url": "https://pypi.org/project/SAMITorch/0.2.6/",
"requires_dist": null,
"requires_python": "",
"summary": "Deep Learning Framework For Medical Image Analysis",
"version": "0.2.6"
},
"last_serial": 5776372,
"releases": {
"0.1": [
{
"comment_text": "",
"digests": {
"md5": "f4513a0685432cfe291a3a9ec635ff9b",
"sha256": "d65279e11bac300feba513271b7dbd44b85a6eef9882046ac708835af6bf5c68"
},
"downloads": -1,
"filename": "SAMITorch-0.1.tar.gz",
"has_sig": false,
"md5_digest": "f4513a0685432cfe291a3a9ec635ff9b",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 11811,
"upload_time": "2019-05-06T17:55:26",
"url": "https://files.pythonhosted.org/packages/ec/09/ecfe00aa0bbecaefb9304a12d1ea18a5209e12489d9cb7ef6fef78cf0315/SAMITorch-0.1.tar.gz"
}
],
"0.1.1": [
{
"comment_text": "",
"digests": {
"md5": "d7b32c4864c94c04218e2bfbdd5a2c5e",
"sha256": "a69f1dbc1e17b57a5da5f9e0d9ba2f8e883328770a7f1a3f3ca75fc692366656"
},
"downloads": -1,
"filename": "SAMITorch-0.1.1.tar.gz",
"has_sig": false,
"md5_digest": "d7b32c4864c94c04218e2bfbdd5a2c5e",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 12126,
"upload_time": "2019-05-06T18:15:46",
"url": "https://files.pythonhosted.org/packages/c5/f8/ce7b695151725d5c33cb1459d5e67fc6fc82df053304c58cf791a1971b18/SAMITorch-0.1.1.tar.gz"
}
],
"0.1.10": [
{
"comment_text": "",
"digests": {
"md5": "bf54808e5bae6628496752ca80635141",
"sha256": "7a972bb530e8609329f1a48276caaae03eb5749ced3ec68ac925214e8a815871"
},
"downloads": -1,
"filename": "SAMITorch-0.1.10.tar.gz",
"has_sig": false,
"md5_digest": "bf54808e5bae6628496752ca80635141",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 45921,
"upload_time": "2019-06-12T18:46:02",
"url": "https://files.pythonhosted.org/packages/31/8b/d8da75f0bf554c904e4df9e6819894b66ed5d478eff29823c283bcac4d14/SAMITorch-0.1.10.tar.gz"
}
],
"0.1.11": [
{
"comment_text": "",
"digests": {
"md5": "a200650e1915ac90b7739ad6d917bbd4",
"sha256": "a6759a1b6db8bab0fa46f1bf848af9c0f382e5de6b3d8ba0a9b0718b29cf71f7"
},
"downloads": -1,
"filename": "SAMITorch-0.1.11.tar.gz",
"has_sig": false,
"md5_digest": "a200650e1915ac90b7739ad6d917bbd4",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 46897,
"upload_time": "2019-06-12T19:54:17",
"url": "https://files.pythonhosted.org/packages/85/82/085e7eaadd0c96f316d2d750566556a75df593f5fd059f7d8eaba707bf80/SAMITorch-0.1.11.tar.gz"
}
],
"0.1.12": [
{
"comment_text": "",
"digests": {
"md5": "2f81b295ad829b1bde28b9c241d2140d",
"sha256": "a11c477e308d2006479f3acc81a70caff8059150b3e4b8209a232d1c564e27f3"
},
"downloads": -1,
"filename": "SAMITorch-0.1.12.tar.gz",
"has_sig": false,
"md5_digest": "2f81b295ad829b1bde28b9c241d2140d",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 46889,
"upload_time": "2019-06-12T20:25:32",
"url": "https://files.pythonhosted.org/packages/98/62/4e019b7ac77d514260bfcd676c062fc0258ce473c6cb2c287356dac03a19/SAMITorch-0.1.12.tar.gz"
}
],
"0.1.13": [
{
"comment_text": "",
"digests": {
"md5": "47b6be51a6ad791ca8b0975d904ce2ff",
"sha256": "41ab9ecc173badf8071da0fb18fef27010d0921c68c01e430a64cd77267f1495"
},
"downloads": -1,
"filename": "SAMITorch-0.1.13.tar.gz",
"has_sig": false,
"md5_digest": "47b6be51a6ad791ca8b0975d904ce2ff",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 47065,
"upload_time": "2019-06-12T20:58:40",
"url": "https://files.pythonhosted.org/packages/d2/48/251f63428049c6822ecc3be9acd07090e5c2c8a69fac17ca959835b18bcc/SAMITorch-0.1.13.tar.gz"
}
],
"0.1.14": [
{
"comment_text": "",
"digests": {
"md5": "c745606db08a1f6de95526db56845f5a",
"sha256": "9633b62eaa8f8b37d88b9214635064f166101ab3dc166865467e7c6663c4b89b"
},
"downloads": -1,
"filename": "SAMITorch-0.1.14.tar.gz",
"has_sig": false,
"md5_digest": "c745606db08a1f6de95526db56845f5a",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 47090,
"upload_time": "2019-06-12T21:06:32",
"url": "https://files.pythonhosted.org/packages/00/2e/f9d9407b0d39d4a7f31a63bb31bb54cb4229f84c3eceafff3f75f92b00b4/SAMITorch-0.1.14.tar.gz"
}
],
"0.1.15": [
{
"comment_text": "",
"digests": {
"md5": "e46fc299b7e4936f4338c3a9bd949183",
"sha256": "4c7e756326059bb9bab2da13fd3fa17ceb1fc14689fcec59db12988544f08b90"
},
"downloads": -1,
"filename": "SAMITorch-0.1.15.tar.gz",
"has_sig": false,
"md5_digest": "e46fc299b7e4936f4338c3a9bd949183",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 47074,
"upload_time": "2019-06-13T13:07:46",
"url": "https://files.pythonhosted.org/packages/1a/ad/edef89d12ab823d50a53a433e54cf0fd1fb49f7d9cbf0baa74a5129ff149/SAMITorch-0.1.15.tar.gz"
}
],
"0.1.16": [
{
"comment_text": "",
"digests": {
"md5": "880d5ebfa4f0e073986e512a11f1c132",
"sha256": "460de573cf4aee522c20869e9efeba17a17547452e76fa1bdef9bf64ad6d9ff8"
},
"downloads": -1,
"filename": "SAMITorch-0.1.16.tar.gz",
"has_sig": false,
"md5_digest": "880d5ebfa4f0e073986e512a11f1c132",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 47131,
"upload_time": "2019-06-13T16:32:15",
"url": "https://files.pythonhosted.org/packages/0c/bc/e3dd0ffb01a52975a29e230d9804246972d4a964757c818f38f01d9e41e6/SAMITorch-0.1.16.tar.gz"
}
],
"0.1.17": [
{
"comment_text": "",
"digests": {
"md5": "87d28d820f590170e54091b0d2ad1800",
"sha256": "0ffa4c7d0839bc5d848fbf14207f685a28109f6b4dc7dbe60d22f50bd5febb3f"
},
"downloads": -1,
"filename": "SAMITorch-0.1.17.tar.gz",
"has_sig": false,
"md5_digest": "87d28d820f590170e54091b0d2ad1800",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 47840,
"upload_time": "2019-06-13T19:51:07",
"url": "https://files.pythonhosted.org/packages/18/f4/e5a22ebda5da750e4c38987588db3c1ee3e3a6b2fc2b4d1d35c4c2f7681f/SAMITorch-0.1.17.tar.gz"
}
],
"0.1.18": [
{
"comment_text": "",
"digests": {
"md5": "864e7fa00291e74837f0590eb6a349f9",
"sha256": "55233c7aac17da7f421b47c2de30d46c14089d5c66f2fd6b8c7aa330ab4a5d6c"
},
"downloads": -1,
"filename": "SAMITorch-0.1.18.tar.gz",
"has_sig": false,
"md5_digest": "864e7fa00291e74837f0590eb6a349f9",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 47845,
"upload_time": "2019-06-14T15:49:12",
"url": "https://files.pythonhosted.org/packages/c7/1d/56d4bfe45bd413b156b5a00b8876c8cc10cc92a905b52a0cbe8ce8ead7f0/SAMITorch-0.1.18.tar.gz"
}
],
"0.1.19": [
{
"comment_text": "",
"digests": {
"md5": "8d949d2b460c1d38ac02c724beaeb2a9",
"sha256": "455f200251d11b8b37b74dd1e65d992f7a6d4509cba9be93dd40651a26622348"
},
"downloads": -1,
"filename": "SAMITorch-0.1.19.tar.gz",
"has_sig": false,
"md5_digest": "8d949d2b460c1d38ac02c724beaeb2a9",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 48139,
"upload_time": "2019-06-14T23:15:30",
"url": "https://files.pythonhosted.org/packages/d7/97/0ebbd47fb8872e143e7102549d3569bdf37f17fa6fbb30a4bb79596f9796/SAMITorch-0.1.19.tar.gz"
}
],
"0.1.2": [
{
"comment_text": "",
"digests": {
"md5": "7de28ab58f92661c950053009f1d6b44",
"sha256": "f0dd09c95e1fbccc140e42c3f9b5246a9bdcf5d29475a9743e99b232a70cac17"
},
"downloads": -1,
"filename": "SAMITorch-0.1.2.tar.gz",
"has_sig": false,
"md5_digest": "7de28ab58f92661c950053009f1d6b44",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 14544,
"upload_time": "2019-05-31T13:45:42",
"url": "https://files.pythonhosted.org/packages/3a/10/e821bfe209288ee2959e441bd7e276f85d72be7307744983309e948407c8/SAMITorch-0.1.2.tar.gz"
}
],
"0.1.20": [
{
"comment_text": "",
"digests": {
"md5": "134338a4c404f0cf6998fb1885cb96b7",
"sha256": "beab3df74adb6bd9037f6560e728001e459e17cc9852af93369099fd73fe3f22"
},
"downloads": -1,
"filename": "SAMITorch-0.1.20.tar.gz",
"has_sig": false,
"md5_digest": "134338a4c404f0cf6998fb1885cb96b7",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 48441,
"upload_time": "2019-06-25T15:14:17",
"url": "https://files.pythonhosted.org/packages/ca/45/0bef1f7e1c8144e566dbac789174e90ca3362401ff69b2292bd6e686701f/SAMITorch-0.1.20.tar.gz"
}
],
"0.1.21": [
{
"comment_text": "",
"digests": {
"md5": "537ca37c23544005f541d0eb1ce5b09b",
"sha256": "42097e75992c08ceb1fecc59e970e5e0ad09a77d951e8f2d1df29b4b378b809c"
},
"downloads": -1,
"filename": "SAMITorch-0.1.21.tar.gz",
"has_sig": false,
"md5_digest": "537ca37c23544005f541d0eb1ce5b09b",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 48618,
"upload_time": "2019-06-27T15:16:07",
"url": "https://files.pythonhosted.org/packages/b2/db/c3651b9eaf544dad32b849bd118cacd5311a17d2857aa892ec27de0c7fe0/SAMITorch-0.1.21.tar.gz"
}
],
"0.1.22": [
{
"comment_text": "",
"digests": {
"md5": "751a949e79c2e3a3af561187aac141cc",
"sha256": "3db8290049dcb0e465556592800c26c90dd6b402d12647ca71c418737da3fc4a"
},
"downloads": -1,
"filename": "SAMITorch-0.1.22.tar.gz",
"has_sig": false,
"md5_digest": "751a949e79c2e3a3af561187aac141cc",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 48627,
"upload_time": "2019-06-27T20:06:02",
"url": "https://files.pythonhosted.org/packages/ac/fe/52b61eca24690873f1d23c54ff5bbda0ded8190a9fdd9c103cdba5d59eab/SAMITorch-0.1.22.tar.gz"
}
],
"0.1.23": [
{
"comment_text": "",
"digests": {
"md5": "c47d58198c513a6df7e5e41b70f88c14",
"sha256": "9d2453e943610528d8a2303493c1737a61aad7b4e7b80f3a4410d63c04738d6a"
},
"downloads": -1,
"filename": "SAMITorch-0.1.23.tar.gz",
"has_sig": false,
"md5_digest": "c47d58198c513a6df7e5e41b70f88c14",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 50352,
"upload_time": "2019-07-01T17:32:15",
"url": "https://files.pythonhosted.org/packages/73/3f/f2ad53ff1c58a609dab93abfac329e7c2ceeeae82947763578c7128d047f/SAMITorch-0.1.23.tar.gz"
}
],
"0.1.24": [
{
"comment_text": "",
"digests": {
"md5": "5b7d41593a10f4c2ab74beec0da4646c",
"sha256": "eaaa9699e4669de707b1b0d57ff1f30624a72aefa85bf1753070fdbcb3da14c7"
},
"downloads": -1,
"filename": "SAMITorch-0.1.24.tar.gz",
"has_sig": false,
"md5_digest": "5b7d41593a10f4c2ab74beec0da4646c",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 50391,
"upload_time": "2019-07-02T13:15:26",
"url": "https://files.pythonhosted.org/packages/a6/30/fdd33855ddd091c5233a98fded6a047471471709561e85fc484fce5c9a64/SAMITorch-0.1.24.tar.gz"
}
],
"0.1.25": [
{
"comment_text": "",
"digests": {
"md5": "028a5046810df6fc8647dd79c263310c",
"sha256": "3aaf8b947afb967068f185c5d957cffc81a7aa16c61b0d0cca7c8a380e8af3a5"
},
"downloads": -1,
"filename": "SAMITorch-0.1.25.tar.gz",
"has_sig": false,
"md5_digest": "028a5046810df6fc8647dd79c263310c",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 50385,
"upload_time": "2019-07-02T13:42:38",
"url": "https://files.pythonhosted.org/packages/dc/03/91e7fb34dc6250de16171b920e20d090e62c8dd178dd9a36b99e5ec702e1/SAMITorch-0.1.25.tar.gz"
}
],
"0.1.26": [
{
"comment_text": "",
"digests": {
"md5": "c8b753f27749c949b83b0d42af25b1e0",
"sha256": "b1bb6f5e3264d00ab8eca9aa11b9dbfc4b8650c3383b7d3f2ee6f4a6cc42cd31"
},
"downloads": -1,
"filename": "SAMITorch-0.1.26.tar.gz",
"has_sig": false,
"md5_digest": "c8b753f27749c949b83b0d42af25b1e0",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 50396,
"upload_time": "2019-07-02T19:25:33",
"url": "https://files.pythonhosted.org/packages/4d/99/56161a902c34c29bc4a6487d577c92443310170ebaabae391d1cf1c911a9/SAMITorch-0.1.26.tar.gz"
}
],
"0.1.27": [
{
"comment_text": "",
"digests": {
"md5": "295881178d42ad599affbbaa970f44a6",
"sha256": "221c879c925396fbc197c6027709bdc105b0bb38818515f075ed9a9a00f019e6"
},
"downloads": -1,
"filename": "SAMITorch-0.1.27.tar.gz",
"has_sig": false,
"md5_digest": "295881178d42ad599affbbaa970f44a6",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 50393,
"upload_time": "2019-07-02T21:33:58",
"url": "https://files.pythonhosted.org/packages/36/ad/7b3eb6126481de55b7204c27ec1156fc7ce76039bebfb22d64ec2517f841/SAMITorch-0.1.27.tar.gz"
}
],
"0.1.28": [
{
"comment_text": "",
"digests": {
"md5": "08c65efe61ed9fac2edbe749f3edaa83",
"sha256": "c80897904ef9dc28ec12c2ce5d6736f82ff964a0d61758bf2ef42f7438879c11"
},
"downloads": -1,
"filename": "SAMITorch-0.1.28.tar.gz",
"has_sig": false,
"md5_digest": "08c65efe61ed9fac2edbe749f3edaa83",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 50453,
"upload_time": "2019-07-04T14:10:20",
"url": "https://files.pythonhosted.org/packages/54/ca/5e543f778074a5f007ffe8efa88ee22ff40e2f4afb01469d14425e5b3e86/SAMITorch-0.1.28.tar.gz"
}
],
"0.1.29": [
{
"comment_text": "",
"digests": {
"md5": "e6fa90ca27b8d66c6c7038ea052b3615",
"sha256": "ff97ce1eaa09a8093d90d11f13c274e35267caa46e0393328139485aea18c843"
},
"downloads": -1,
"filename": "SAMITorch-0.1.29.tar.gz",
"has_sig": false,
"md5_digest": "e6fa90ca27b8d66c6c7038ea052b3615",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 51419,
"upload_time": "2019-07-04T17:24:12",
"url": "https://files.pythonhosted.org/packages/ae/1f/d7ebba8cc0465e55a8a1a52b6ad8c6e2bd5745c473f76e4c779459f5842f/SAMITorch-0.1.29.tar.gz"
}
],
"0.1.3": [
{
"comment_text": "",
"digests": {
"md5": "3b20f339a7368724805db05a2a97efa2",
"sha256": "83ccf049deb7569fc66bc9573b3a33f2d1385de78b8305dd5a472c0e2c48d8e2"
},
"downloads": -1,
"filename": "SAMITorch-0.1.3.tar.gz",
"has_sig": false,
"md5_digest": "3b20f339a7368724805db05a2a97efa2",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 40487,
"upload_time": "2019-06-06T15:05:02",
"url": "https://files.pythonhosted.org/packages/9a/3c/afb66fa1eea768630d084e5194dd5e5bd83fc95e0f6111a956063dad96e4/SAMITorch-0.1.3.tar.gz"
}
],
"0.1.30": [
{
"comment_text": "",
"digests": {
"md5": "8a7f6ee7b0463561f5fbf3b4a0219359",
"sha256": "df77d781ddb8a35453f2d25695db3bb9985eb91ec58b9ce4b33b1c9679608650"
},
"downloads": -1,
"filename": "SAMITorch-0.1.30.tar.gz",
"has_sig": false,
"md5_digest": "8a7f6ee7b0463561f5fbf3b4a0219359",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 51416,
"upload_time": "2019-07-04T21:45:14",
"url": "https://files.pythonhosted.org/packages/b9/9e/df2b4cec273b4715a658fb8c30c8445f969856e2632090250637b3153cb7/SAMITorch-0.1.30.tar.gz"
}
],
"0.1.31": [
{
"comment_text": "",
"digests": {
"md5": "dd5a3ac7febdde1afb68322dd9026304",
"sha256": "57fdce59147c139f3adc92e92bdb256a1ed84753a148681156964137a7901b95"
},
"downloads": -1,
"filename": "SAMITorch-0.1.31.tar.gz",
"has_sig": false,
"md5_digest": "dd5a3ac7febdde1afb68322dd9026304",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 51536,
"upload_time": "2019-07-05T17:36:07",
"url": "https://files.pythonhosted.org/packages/ae/d3/2255f7b63828ccde27eae722d6c5d58efc13fa18589866ce67e093b5cfbe/SAMITorch-0.1.31.tar.gz"
}
],
"0.1.32": [
{
"comment_text": "",
"digests": {
"md5": "d24ee4644c34b97fbc96d10303b52de9",
"sha256": "457f23a3dbbddc29d9074b35424ebe3f66bd0a6bb9075404d3822e8927ad8bfd"
},
"downloads": -1,
"filename": "SAMITorch-0.1.32.tar.gz",
"has_sig": false,
"md5_digest": "d24ee4644c34b97fbc96d10303b52de9",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 51554,
"upload_time": "2019-07-05T18:01:33",
"url": "https://files.pythonhosted.org/packages/37/e9/8d2e51e8417212b4f35230ce6db4aebb2aa1736d58d6f18f6d870829cba7/SAMITorch-0.1.32.tar.gz"
}
],
"0.1.33": [
{
"comment_text": "",
"digests": {
"md5": "1f3c0fc9af41af53b28d882da0f7038b",
"sha256": "51550cdc3da5a222951466303d0307549a44189605fe8604ae3a8e0acaf70ccd"
},
"downloads": -1,
"filename": "SAMITorch-0.1.33.tar.gz",
"has_sig": false,
"md5_digest": "1f3c0fc9af41af53b28d882da0f7038b",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 51707,
"upload_time": "2019-07-15T18:29:17",
"url": "https://files.pythonhosted.org/packages/91/1a/baff4069912ccf46999de7a425852267f64c9d36513f936337e987929df4/SAMITorch-0.1.33.tar.gz"
}
],
"0.1.34": [
{
"comment_text": "",
"digests": {
"md5": "17125006ed54a0949cfbaf4ce41fdd66",
"sha256": "96fb7d75f79af14c639ef7cdd8ef5cd15988d2c520dda3adaf30249fd72d2345"
},
"downloads": -1,
"filename": "SAMITorch-0.1.34.tar.gz",
"has_sig": false,
"md5_digest": "17125006ed54a0949cfbaf4ce41fdd66",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 51723,
"upload_time": "2019-07-15T18:35:58",
"url": "https://files.pythonhosted.org/packages/ea/09/bcb3397134117fac58a423410c567ba5683078e27c184ab941cda37c72bb/SAMITorch-0.1.34.tar.gz"
}
],
"0.1.35": [
{
"comment_text": "",
"digests": {
"md5": "ce20e8f1f150bbdedf8f5567741f832a",
"sha256": "d201fc6a0d84dc8d97375a07e7b1a133807ad3ff3ca4b24dd9c06403dcace151"
},
"downloads": -1,
"filename": "SAMITorch-0.1.35.tar.gz",
"has_sig": false,
"md5_digest": "ce20e8f1f150bbdedf8f5567741f832a",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 52293,
"upload_time": "2019-07-15T20:15:43",
"url": "https://files.pythonhosted.org/packages/42/1b/652259a775150eafce746e7ec52c69fe66d7696a46c6c11539b4db5d12e0/SAMITorch-0.1.35.tar.gz"
}
],
"0.1.36": [
{
"comment_text": "",
"digests": {
"md5": "9c76c3ff866aa8d4fddaad2802b01bee",
"sha256": "78f046c8412146d4cfd611e74d2c784784d5f7a42085370efd60a6496faa7345"
},
"downloads": -1,
"filename": "SAMITorch-0.1.36.tar.gz",
"has_sig": false,
"md5_digest": "9c76c3ff866aa8d4fddaad2802b01bee",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 52348,
"upload_time": "2019-07-16T14:07:16",
"url": "https://files.pythonhosted.org/packages/a7/e4/d02c71b0049be91975dab3c60b1ab2204ba838336e0329c68a3d6ba9b48d/SAMITorch-0.1.36.tar.gz"
}
],
"0.1.37": [
{
"comment_text": "",
"digests": {
"md5": "67a98da4e12ed13d59e5b4513f2bb9ef",
"sha256": "ae8024d3b0aac171780b8f15e181740138ebbc2e6b3d9c27fd6769b919fb97b4"
},
"downloads": -1,
"filename": "SAMITorch-0.1.37.tar.gz",
"has_sig": false,
"md5_digest": "67a98da4e12ed13d59e5b4513f2bb9ef",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 52362,
"upload_time": "2019-07-16T14:49:19",
"url": "https://files.pythonhosted.org/packages/59/9f/f2382171a30f7e699660fda96c21cf3a00a5ce59187bd37b534de46ca71f/SAMITorch-0.1.37.tar.gz"
}
],
"0.1.38": [
{
"comment_text": "",
"digests": {
"md5": "d4ff8af64cc3c8cdfa8d2d0430a3ea58",
"sha256": "0370e4f0ead68bdf5a5f5dad3c995b67addf5c037fc7f56bcf3584729042dd3c"
},
"downloads": -1,
"filename": "SAMITorch-0.1.38.tar.gz",
"has_sig": false,
"md5_digest": "d4ff8af64cc3c8cdfa8d2d0430a3ea58",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 52463,
"upload_time": "2019-07-17T03:00:02",
"url": "https://files.pythonhosted.org/packages/0e/45/e23d9fe843e791c41e728ef7707c8e276ebc6f0c4b95a59858cb032da6a2/SAMITorch-0.1.38.tar.gz"
}
],
"0.1.39": [
{
"comment_text": "",
"digests": {
"md5": "3115c0a13d9b66a4d6f7838ecb5c8f75",
"sha256": "ea9f4f7113605eab71a36cf4c74a33944ef1db09136ea14b2826ee9d3d7aac71"
},
"downloads": -1,
"filename": "SAMITorch-0.1.39.tar.gz",
"has_sig": false,
"md5_digest": "3115c0a13d9b66a4d6f7838ecb5c8f75",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 52448,
"upload_time": "2019-07-17T03:19:40",
"url": "https://files.pythonhosted.org/packages/b8/fe/f7f7e8a2a5faa34723f6c45693e1b5c8ca6bea08d8d0f62ea76f0b24e698/SAMITorch-0.1.39.tar.gz"
}
],
"0.1.4": [
{
"comment_text": "",
"digests": {
"md5": "c7fc59aaf2b4834261809d977bf23486",
"sha256": "5ffd50c8e29c71553fda2756182b6e3aec5eab30cafc373dc2aeb6c7aa9afdbd"
},
"downloads": -1,
"filename": "SAMITorch-0.1.4.tar.gz",
"has_sig": false,
"md5_digest": "c7fc59aaf2b4834261809d977bf23486",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 42612,
"upload_time": "2019-06-07T12:06:13",
"url": "https://files.pythonhosted.org/packages/3e/0a/ad5e830003c40ebb4318a8256561696da86f286777765d02fe6f825e57f3/SAMITorch-0.1.4.tar.gz"
}
],
"0.1.40": [
{
"comment_text": "",
"digests": {
"md5": "60a836fa9b4b4b8907c3fcfb54c6337f",
"sha256": "0354434d8af1cdd9c05c375599b8e26b2929a7275ccc2048ca9c1a7e1104a02b"
},
"downloads": -1,
"filename": "SAMITorch-0.1.40.tar.gz",
"has_sig": false,
"md5_digest": "60a836fa9b4b4b8907c3fcfb54c6337f",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 52524,
"upload_time": "2019-07-18T14:41:30",
"url": "https://files.pythonhosted.org/packages/16/88/8ab9a097860b5f039efe0e31decdb74bb6d5e8478fc045829649c8c03a64/SAMITorch-0.1.40.tar.gz"
}
],
"0.1.41": [
{
"comment_text": "",
"digests": {
"md5": "44dc57a9f8e562065bb60ea464c11930",
"sha256": "17c0f9c932b8026d41392fb6ea087c87c3e4e630445710ab91624f2fe319a7fa"
},
"downloads": -1,
"filename": "SAMITorch-0.1.41.tar.gz",
"has_sig": false,
"md5_digest": "44dc57a9f8e562065bb60ea464c11930",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 53963,
"upload_time": "2019-07-19T19:42:01",
"url": "https://files.pythonhosted.org/packages/d3/3c/032179eba603cdaa00064f6633aa791c667b7b2cf4fe72525ab745ba7770/SAMITorch-0.1.41.tar.gz"
}
],
"0.1.42": [
{
"comment_text": "",
"digests": {
"md5": "4b5d8349951198c84e9a79cd25d4c5af",
"sha256": "5e14d192a101b565f18ded2bf87676c6b97317c6c8c8de46fe630da84ef34a52"
},
"downloads": -1,
"filename": "SAMITorch-0.1.42.tar.gz",
"has_sig": false,
"md5_digest": "4b5d8349951198c84e9a79cd25d4c5af",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 53999,
"upload_time": "2019-07-19T20:08:57",
"url": "https://files.pythonhosted.org/packages/62/e9/d4664451ee69c86cb6867627ca2fdd85c6237cd44433dd5024c50bf83f1b/SAMITorch-0.1.42.tar.gz"
}
],
"0.1.43": [
{
"comment_text": "",
"digests": {
"md5": "f54332af0ca8a61500126f4876bee7ae",
"sha256": "7545e675d534ffca59166cf4ac576020a502703943a5593601eaad85e5c20bf4"
},
"downloads": -1,
"filename": "SAMITorch-0.1.43.tar.gz",
"has_sig": false,
"md5_digest": "f54332af0ca8a61500126f4876bee7ae",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54030,
"upload_time": "2019-07-19T20:25:20",
"url": "https://files.pythonhosted.org/packages/bf/8d/5401552150ccacc98138b2f653087982bbd334e3e914db1cfaf1f437b3b8/SAMITorch-0.1.43.tar.gz"
}
],
"0.1.44": [
{
"comment_text": "",
"digests": {
"md5": "45f05d32f921b7935b3c371b00f65816",
"sha256": "cdc8d8338a0585bc53c34a39dd0899234b2adf50a4a9f59386d346471cae8a4f"
},
"downloads": -1,
"filename": "SAMITorch-0.1.44.tar.gz",
"has_sig": false,
"md5_digest": "45f05d32f921b7935b3c371b00f65816",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54024,
"upload_time": "2019-07-22T17:44:39",
"url": "https://files.pythonhosted.org/packages/fe/18/041f2eae3529fa92fba335c57273d2c769009eed9cd60a983a540fa0be7e/SAMITorch-0.1.44.tar.gz"
}
],
"0.1.45": [
{
"comment_text": "",
"digests": {
"md5": "fa3d31641c891659465623b80324bf80",
"sha256": "dfbfaaefb30216d53bc1bbf1507f6b6440c76505f327deb73af736bce54ee61b"
},
"downloads": -1,
"filename": "SAMITorch-0.1.45.tar.gz",
"has_sig": false,
"md5_digest": "fa3d31641c891659465623b80324bf80",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54046,
"upload_time": "2019-07-22T19:26:15",
"url": "https://files.pythonhosted.org/packages/fc/18/12e28d54f9715c2777e02785b517c52b1c86e89938eda6f06de0d712fa60/SAMITorch-0.1.45.tar.gz"
}
],
"0.1.46": [
{
"comment_text": "",
"digests": {
"md5": "5906e0eff139ed3b33586481dc942d94",
"sha256": "5d6f14bf6ab3bd9026df4ae7ed76c5d3ccf8519b596afaf5415b85a02046703e"
},
"downloads": -1,
"filename": "SAMITorch-0.1.46.tar.gz",
"has_sig": false,
"md5_digest": "5906e0eff139ed3b33586481dc942d94",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54079,
"upload_time": "2019-07-22T20:52:52",
"url": "https://files.pythonhosted.org/packages/b5/4d/6c62590cff8819b67dda46741f4dc239a7a54d357f2347b4812713343f02/SAMITorch-0.1.46.tar.gz"
}
],
"0.1.47": [
{
"comment_text": "",
"digests": {
"md5": "13155ff8696c929423aff1b3deb416fb",
"sha256": "58cf6520422f3af1234962db5bf09d68ff3d851148ee763df70a07e35da06c64"
},
"downloads": -1,
"filename": "SAMITorch-0.1.47.tar.gz",
"has_sig": false,
"md5_digest": "13155ff8696c929423aff1b3deb416fb",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54095,
"upload_time": "2019-07-23T13:48:48",
"url": "https://files.pythonhosted.org/packages/5c/98/7ca9b820999b8ccf324b57035e5a998608280beaa0cfe5b8bc291a558265/SAMITorch-0.1.47.tar.gz"
}
],
"0.1.48": [
{
"comment_text": "",
"digests": {
"md5": "ab5cc5652e6b7932e2b45035333d5ef0",
"sha256": "a8c006683606dd92fbf9dbb5bc5382e86edf9ac2254230865322bf083a9608ed"
},
"downloads": -1,
"filename": "SAMITorch-0.1.48.tar.gz",
"has_sig": false,
"md5_digest": "ab5cc5652e6b7932e2b45035333d5ef0",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54603,
"upload_time": "2019-07-24T20:33:30",
"url": "https://files.pythonhosted.org/packages/fc/83/b19a7a1690e75d0ca86e4dff460b666b9a80d06d39d0b2d6991269620451/SAMITorch-0.1.48.tar.gz"
}
],
"0.1.49": [
{
"comment_text": "",
"digests": {
"md5": "db6bcc1aa5b23dfdd4c9743c57fa1242",
"sha256": "b9f8ce7c19b4bd88729c7c85cae7d3bd3998ff8375b0f12603ba8284864ff079"
},
"downloads": -1,
"filename": "SAMITorch-0.1.49.tar.gz",
"has_sig": false,
"md5_digest": "db6bcc1aa5b23dfdd4c9743c57fa1242",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54692,
"upload_time": "2019-07-25T13:57:00",
"url": "https://files.pythonhosted.org/packages/9e/46/cad477581a3bf8d925f379098187b4188343024330d8e3ec58929fbc3eec/SAMITorch-0.1.49.tar.gz"
}
],
"0.1.5": [
{
"comment_text": "",
"digests": {
"md5": "29056fba798c94b1f6c1042e3ae1c988",
"sha256": "6e6d55a1372d5cbf7a1547dbd82bebdb9d4629e2579795c5df3f1a33d239c49f"
},
"downloads": -1,
"filename": "SAMITorch-0.1.5.tar.gz",
"has_sig": false,
"md5_digest": "29056fba798c94b1f6c1042e3ae1c988",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 42931,
"upload_time": "2019-06-07T17:41:43",
"url": "https://files.pythonhosted.org/packages/36/61/3fd88958212f1391d2665acc50acb4d46dc7bd99a3242adc71b07b5fcd3d/SAMITorch-0.1.5.tar.gz"
}
],
"0.1.50": [
{
"comment_text": "",
"digests": {
"md5": "85fa225fb2821131b011cc2543493160",
"sha256": "3827b89d994dd4b4e90c403ebb615a737e16b3906b1ea9c02e98a30ecba36499"
},
"downloads": -1,
"filename": "SAMITorch-0.1.50.tar.gz",
"has_sig": false,
"md5_digest": "85fa225fb2821131b011cc2543493160",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54691,
"upload_time": "2019-07-25T14:49:13",
"url": "https://files.pythonhosted.org/packages/a6/63/d106923b73bdc35f57a88e48d30ac670f16322f1283c44391c1892dd18ca/SAMITorch-0.1.50.tar.gz"
}
],
"0.1.51": [
{
"comment_text": "",
"digests": {
"md5": "23f8f13ce1a66fa353807c63c03452ed",
"sha256": "fa3d36a0e646ba88a19dc63fb8076d3a3ba5ce3d2d2f07323fd357c27d2520a1"
},
"downloads": -1,
"filename": "SAMITorch-0.1.51.tar.gz",
"has_sig": false,
"md5_digest": "23f8f13ce1a66fa353807c63c03452ed",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54819,
"upload_time": "2019-07-25T15:02:55",
"url": "https://files.pythonhosted.org/packages/b5/25/25b5cb7b9ab15527fe86b3353fd5dcf438b62fdd988103cdee5435fd1e33/SAMITorch-0.1.51.tar.gz"
}
],
"0.1.52": [
{
"comment_text": "",
"digests": {
"md5": "f852d84dcdfedee7a53254b5fb69a98a",
"sha256": "a92c0d9eb1720e8c70fa1c9d34c96a5bcac02bca0ccf199971d8bfdfaa95073c"
},
"downloads": -1,
"filename": "SAMITorch-0.1.52.tar.gz",
"has_sig": false,
"md5_digest": "f852d84dcdfedee7a53254b5fb69a98a",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54813,
"upload_time": "2019-07-25T15:11:26",
"url": "https://files.pythonhosted.org/packages/17/f8/a4a9c4ece9078de995f8aada26499e80e48c5768721d7719205749b85320/SAMITorch-0.1.52.tar.gz"
}
],
"0.1.53": [
{
"comment_text": "",
"digests": {
"md5": "b02510b3cbf97115d18fe79eb45ef976",
"sha256": "5696dcf6b13733d57bb765092b7d15025eb128c76f6f7046a464c2b47f7cf675"
},
"downloads": -1,
"filename": "SAMITorch-0.1.53.tar.gz",
"has_sig": false,
"md5_digest": "b02510b3cbf97115d18fe79eb45ef976",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 58012,
"upload_time": "2019-07-25T17:10:23",
"url": "https://files.pythonhosted.org/packages/3f/d2/4f5d12aa3b24a8d64c4bef6779a631437576f6e696b5f401a419e0ecd3b0/SAMITorch-0.1.53.tar.gz"
}
],
"0.1.54": [
{
"comment_text": "",
"digests": {
"md5": "8f21145d9b60e85e4df2f5abf5fd5399",
"sha256": "0f8b68e5c48dfee3a68006575f5ef21ed0438be507ce423b15c868db351b6be2"
},
"downloads": -1,
"filename": "SAMITorch-0.1.54.tar.gz",
"has_sig": false,
"md5_digest": "8f21145d9b60e85e4df2f5abf5fd5399",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 54821,
"upload_time": "2019-07-25T17:23:40",
"url": "https://files.pythonhosted.org/packages/72/46/47ba00431979275b2a90f3a30ded417b79abdf543e892896123bea9889d9/SAMITorch-0.1.54.tar.gz"
}
],
"0.1.55": [
{
"comment_text": "",
"digests": {
"md5": "efc3a22369269577a07e598620cfd4ef",
"sha256": "51faaeeb68275961b284546618672d11ba71c603de494645c99cf7a9f69e25cb"
},
"downloads": -1,
"filename": "SAMITorch-0.1.55.tar.gz",
"has_sig": false,
"md5_digest": "efc3a22369269577a07e598620cfd4ef",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 58015,
"upload_time": "2019-07-25T17:32:59",
"url": "https://files.pythonhosted.org/packages/c0/47/dc06ef9e9cd01d1c6de2e13b07edeefff500bae55bd0ac02352e66ad7292/SAMITorch-0.1.55.tar.gz"
}
],
"0.1.56": [
{
"comment_text": "",
"digests": {
"md5": "372bdf3b8d5f38d2a7ce4211f902adf3",
"sha256": "7e3b8af567cc18e0e0383a09cecf19da5a1128a06146fa55d0a73f61bbac5172"
},
"downloads": -1,
"filename": "SAMITorch-0.1.56.tar.gz",
"has_sig": false,
"md5_digest": "372bdf3b8d5f38d2a7ce4211f902adf3",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 58037,
"upload_time": "2019-07-25T19:47:17",
"url": "https://files.pythonhosted.org/packages/7c/89/7165281f95fefaad48cb405920e8b5bed1f90e9be002d60af178d7f9f9c5/SAMITorch-0.1.56.tar.gz"
}
],
"0.1.58": [
{
"comment_text": "",
"digests": {
"md5": "fb2e19c57b2ff556924f029b1fb5efb8",
"sha256": "f23fe4aec0130e167cdeeaa898ce48dbdd94be4ebd2a8749ca99d5ab07269daf"
},
"downloads": -1,
"filename": "SAMITorch-0.1.58.tar.gz",
"has_sig": false,
"md5_digest": "fb2e19c57b2ff556924f029b1fb5efb8",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 58158,
"upload_time": "2019-08-15T19:44:53",
"url": "https://files.pythonhosted.org/packages/84/d1/b3868eb0bb4446b61b5468d8d66e9b8a4d393e056a2bf3d275720e029ffe/SAMITorch-0.1.58.tar.gz"
}
],
"0.1.6": [
{
"comment_text": "",
"digests": {
"md5": "d22ea66718d99ddb018b04551501ce86",
"sha256": "67fe0a39397857215b7dd8981d454f1321f84ada5e915cf77c009ff9d50f3598"
},
"downloads": -1,
"filename": "SAMITorch-0.1.6.tar.gz",
"has_sig": false,
"md5_digest": "d22ea66718d99ddb018b04551501ce86",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 44373,
"upload_time": "2019-06-10T15:21:22",
"url": "https://files.pythonhosted.org/packages/2e/9a/547976eb37919a3ac2908ad2ebb9239b184b3b04c4c2382c35371d1c32d0/SAMITorch-0.1.6.tar.gz"
}
],
"0.1.7": [
{
"comment_text": "",
"digests": {
"md5": "cb381560ee6acc43f3dfa1b3d69a6d53",
"sha256": "8a0a23acd6844d83bb4ec76213c995b044cbcf8047c0b052c98d6876381d5aad"
},
"downloads": -1,
"filename": "SAMITorch-0.1.7.tar.gz",
"has_sig": false,
"md5_digest": "cb381560ee6acc43f3dfa1b3d69a6d53",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 44538,
"upload_time": "2019-06-10T17:56:24",
"url": "https://files.pythonhosted.org/packages/5e/67/3921bd737aad7fa769bf91dbd597b6eca1018652f5ead541a12524eecb1a/SAMITorch-0.1.7.tar.gz"
}
],
"0.1.8": [
{
"comment_text": "",
"digests": {
"md5": "a5fc90e2cfb2e51fe89fcbc7aeeef199",
"sha256": "57d154840c2ae670dfa98cc86fdc1727441bf8a253072e65f0f56fe57c25d42b"
},
"downloads": -1,
"filename": "SAMITorch-0.1.8.tar.gz",
"has_sig": false,
"md5_digest": "a5fc90e2cfb2e51fe89fcbc7aeeef199",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 44415,
"upload_time": "2019-06-10T18:19:59",
"url": "https://files.pythonhosted.org/packages/d4/93/d24e2347c18c49cb24888ef70838c0287b720868978a316ef7b2d1f7592f/SAMITorch-0.1.8.tar.gz"
}
],
"0.1.9": [
{
"comment_text": "",
"digests": {
"md5": "3eed6e5faf5501fb6641ebcee69fe82a",
"sha256": "3f903e48fc9da486e1923038aff5fe90842f5799181bed86e843c08fdc826dbe"
},
"downloads": -1,
"filename": "SAMITorch-0.1.9.tar.gz",
"has_sig": false,
"md5_digest": "3eed6e5faf5501fb6641ebcee69fe82a",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 45923,
"upload_time": "2019-06-12T18:11:28",
"url": "https://files.pythonhosted.org/packages/47/a8/dbb7c014fccea180c21819505feda6f49b44eb93ab5c7c42d86098d11a26/SAMITorch-0.1.9.tar.gz"
}
],
"0.2.0": [
{
"comment_text": "",
"digests": {
"md5": "ea6f6cc02c4a1bf288659e48953b4ed6",
"sha256": "bdc9986e4d7c6f1a44035aea68b0147cdb6a04266f3d280d68165618bb8b9ab1"
},
"downloads": -1,
"filename": "SAMITorch-0.2.0.tar.gz",
"has_sig": false,
"md5_digest": "ea6f6cc02c4a1bf288659e48953b4ed6",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 42169,
"upload_time": "2019-08-27T16:23:44",
"url": "https://files.pythonhosted.org/packages/47/39/a039b52b3367ec6740bc2afd54f40c6e40f0e20f2f7e291e99799eba7c83/SAMITorch-0.2.0.tar.gz"
}
],
"0.2.1": [
{
"comment_text": "",
"digests": {
"md5": "a4f0eb1139deeeba69e12aab9a46064c",
"sha256": "86b3d95a038f6d78a9aa0e9901e1d0d4caa56efabaa08b8f322c94d055ad328e"
},
"downloads": -1,
"filename": "SAMITorch-0.2.1.tar.gz",
"has_sig": false,
"md5_digest": "a4f0eb1139deeeba69e12aab9a46064c",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 42186,
"upload_time": "2019-08-27T17:29:23",
"url": "https://files.pythonhosted.org/packages/d7/09/da08975ebcfa9e154713c0a9693418189a42946464b225f536cb4f7c53b2/SAMITorch-0.2.1.tar.gz"
}
],
"0.2.2": [
{
"comment_text": "",
"digests": {
"md5": "52f3f2ca358f202fa77ee2738995122c",
"sha256": "74a6d9847cbb7e330b27048d041e9d564cabe01ed17327022fd9643c37ede6c9"
},
"downloads": -1,
"filename": "SAMITorch-0.2.2.tar.gz",
"has_sig": false,
"md5_digest": "52f3f2ca358f202fa77ee2738995122c",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 42216,
"upload_time": "2019-08-28T15:20:11",
"url": "https://files.pythonhosted.org/packages/c3/58/c721e0ef32ff2f743d429320b99ff1014e44728d5e86067c7c0194ca26f6/SAMITorch-0.2.2.tar.gz"
}
],
"0.2.3": [
{
"comment_text": "",
"digests": {
"md5": "cdf5adb1ee6b10d7290be61854cf32c5",
"sha256": "883f543cb38566247132085d48a3b8a5714d283685ae59ee9c1f080a828264a3"
},
"downloads": -1,
"filename": "SAMITorch-0.2.3.tar.gz",
"has_sig": false,
"md5_digest": "cdf5adb1ee6b10d7290be61854cf32c5",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 42219,
"upload_time": "2019-08-28T17:30:40",
"url": "https://files.pythonhosted.org/packages/c3/f9/2c59355c5f41aa83b87501ed69ba9e9ea50ae8d5bafc5905cc932f122abb/SAMITorch-0.2.3.tar.gz"
}
],
"0.2.4": [
{
"comment_text": "",
"digests": {
"md5": "1d650202508dad33de54d8c441d72bec",
"sha256": "890689eaa7341f6f35d2513b0525b5299ccaeaae3e6c840bf54a7b832559ff8b"
},
"downloads": -1,
"filename": "SAMITorch-0.2.4.tar.gz",
"has_sig": false,
"md5_digest": "1d650202508dad33de54d8c441d72bec",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 41643,
"upload_time": "2019-08-28T19:57:41",
"url": "https://files.pythonhosted.org/packages/9e/0a/bdab731182e7cd9f0ef5f3d603758d29accef73043bdc93fe56b1e6e83d3/SAMITorch-0.2.4.tar.gz"
}
],
"0.2.5": [
{
"comment_text": "",
"digests": {
"md5": "6dfc8f114a079963ddd45139ba03aa5b",
"sha256": "810c4a1fc33152053a74948af02b1f020e5b12a7b8f2879ddd321a99081d50da"
},
"downloads": -1,
"filename": "SAMITorch-0.2.5.tar.gz",
"has_sig": false,
"md5_digest": "6dfc8f114a079963ddd45139ba03aa5b",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 41672,
"upload_time": "2019-08-28T20:40:11",
"url": "https://files.pythonhosted.org/packages/de/a4/13467487905e87cab693f98484bae7b5688feb26d1fcddd2709550045003/SAMITorch-0.2.5.tar.gz"
}
],
"0.2.6": [
{
"comment_text": "",
"digests": {
"md5": "d1aac85c3f06bebe0e2691be7551666f",
"sha256": "06e6a2c22162b31d028c63719132622972e028deec666e2818355a0d117c5f86"
},
"downloads": -1,
"filename": "SAMITorch-0.2.6.tar.gz",
"has_sig": false,
"md5_digest": "d1aac85c3f06bebe0e2691be7551666f",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 41649,
"upload_time": "2019-09-03T14:40:44",
"url": "https://files.pythonhosted.org/packages/b5/1c/86ae168d346cc1b0ef462201e21034ca56fcde30c6d004aa4f791ac138ff/SAMITorch-0.2.6.tar.gz"
}
]
},
"urls": [
{
"comment_text": "",
"digests": {
"md5": "d1aac85c3f06bebe0e2691be7551666f",
"sha256": "06e6a2c22162b31d028c63719132622972e028deec666e2818355a0d117c5f86"
},
"downloads": -1,
"filename": "SAMITorch-0.2.6.tar.gz",
"has_sig": false,
"md5_digest": "d1aac85c3f06bebe0e2691be7551666f",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 41649,
"upload_time": "2019-09-03T14:40:44",
"url": "https://files.pythonhosted.org/packages/b5/1c/86ae168d346cc1b0ef462201e21034ca56fcde30c6d004aa4f791ac138ff/SAMITorch-0.2.6.tar.gz"
}
]
}