# :fire: `ebtorch` <a href="https://bucket.ballarin.cc/serve/img/ebtorch_penguin.png"><img src="https://bucket.ballarin.cc/serve/img/ebtorch_penguin.png" align="right" height="139" /></a>
Collection of [PyTorch](https://pytorch.org/) additions, extensions, utilities, *uses and abuses*.
---
### Getting started
Due to the dependency of `ebtorch` on:
- the latest (unpublished) upstream version of [AdverTorch](https://github.com/BorealisAI/advertorch);
- [TorchAttacks](https://github.com/Harry24k/adversarial-attacks-pytorch), which in turn depends (probably too tightly) on `requests~=2.25.1`,
the recommended way of installing `ebtorch`, at the moment, is the following:
```bash
pip install --upgrade "ebtorch>=0.25.9" "git+https://github.com/BorealisAI/advertorch.git" "requests>=2.28"
```
Within [Google Colab](https://colab.research.google.com), it can be installed (together with all missing dependencies) with:
```jupyter
!pip install "fire>=0.6" "medmnist>=3" "torchattacks>=3.5.1" "git+https://github.com/BorealisAI/advertorch.git" "ebtorch>=0.25.9" --no-deps
```
Raw data
{
"_id": null,
"home_page": null,
"name": "ebtorch",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.10",
"maintainer_email": null,
"keywords": "Deep Learning, Machine Learning",
"author": null,
"author_email": "Emanuele Ballarin <emanuele@ballarin.cc>",
"download_url": "https://files.pythonhosted.org/packages/df/59/7cdeef2f8b8bfbc1ac7a33a0af21b19bcffb5a9e7855b68ee941da0023e4/ebtorch-0.34.6.tar.gz",
"platform": null,
"description": "# :fire: `ebtorch` <a href=\"https://bucket.ballarin.cc/serve/img/ebtorch_penguin.png\"><img src=\"https://bucket.ballarin.cc/serve/img/ebtorch_penguin.png\" align=\"right\" height=\"139\" /></a>\n\nCollection of [PyTorch](https://pytorch.org/) additions, extensions, utilities, *uses and abuses*.\n\n---\n\n### Getting started\n\nDue to the dependency of `ebtorch` on:\n- the latest (unpublished) upstream version of [AdverTorch](https://github.com/BorealisAI/advertorch);\n- [TorchAttacks](https://github.com/Harry24k/adversarial-attacks-pytorch), which in turn depends (probably too tightly) on `requests~=2.25.1`,\n\nthe recommended way of installing `ebtorch`, at the moment, is the following:\n\n```bash\npip install --upgrade \"ebtorch>=0.25.9\" \"git+https://github.com/BorealisAI/advertorch.git\" \"requests>=2.28\"\n```\n\nWithin [Google Colab](https://colab.research.google.com), it can be installed (together with all missing dependencies) with:\n\n```jupyter\n!pip install \"fire>=0.6\" \"medmnist>=3\" \"torchattacks>=3.5.1\" \"git+https://github.com/BorealisAI/advertorch.git\" \"ebtorch>=0.25.9\" --no-deps\n```\n",
"bugtrack_url": null,
"license": "Apache-2.0",
"summary": "Collection of PyTorch additions, extensions, utilities, uses and abuses",
"version": "0.34.6",
"project_urls": {
"Homepage": "https://github.com/emaballarin/ebtorch",
"Repository": "https://github.com/emaballarin/ebtorch"
},
"split_keywords": [
"deep learning",
" machine learning"
],
"urls": [
{
"comment_text": null,
"digests": {
"blake2b_256": "2fe9a4b1a8c2d3d8855daca6f44519e86a94e5149276115906c47b83a8642162",
"md5": "bde41e4f711ad5f58afd343fa218bd70",
"sha256": "7361975f9a4a8f117660161c0e5432d78e6d67e423493d92b110391a5c5a4882"
},
"downloads": -1,
"filename": "ebtorch-0.34.6-py3-none-any.whl",
"has_sig": false,
"md5_digest": "bde41e4f711ad5f58afd343fa218bd70",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.10",
"size": 118935,
"upload_time": "2025-08-22T10:15:08",
"upload_time_iso_8601": "2025-08-22T10:15:08.624567Z",
"url": "https://files.pythonhosted.org/packages/2f/e9/a4b1a8c2d3d8855daca6f44519e86a94e5149276115906c47b83a8642162/ebtorch-0.34.6-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "df597cdeef2f8b8bfbc1ac7a33a0af21b19bcffb5a9e7855b68ee941da0023e4",
"md5": "68cb7ea13bf2d8d5cc63d82cb148439c",
"sha256": "2bfd48e3557a8a8bcb0d2a427340bd4998aee69f4efccf4042d3d2ab96f628f2"
},
"downloads": -1,
"filename": "ebtorch-0.34.6.tar.gz",
"has_sig": false,
"md5_digest": "68cb7ea13bf2d8d5cc63d82cb148439c",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.10",
"size": 85227,
"upload_time": "2025-08-22T10:15:10",
"upload_time_iso_8601": "2025-08-22T10:15:10.395335Z",
"url": "https://files.pythonhosted.org/packages/df/59/7cdeef2f8b8bfbc1ac7a33a0af21b19bcffb5a9e7855b68ee941da0023e4/ebtorch-0.34.6.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-08-22 10:15:10",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "emaballarin",
"github_project": "ebtorch",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [
{
"name": "advertorch",
"specs": [
[
">=",
"0.2.3"
]
]
},
{
"name": "distributed",
"specs": [
[
">=",
"2024.12.1"
]
]
},
{
"name": "httpx",
"specs": [
[
">=",
"0.27"
]
]
},
{
"name": "idna",
"specs": [
[
">=",
"3.7"
]
]
},
{
"name": "matplotlib",
"specs": [
[
">=",
"3.8"
]
]
},
{
"name": "medmnist",
"specs": [
[
">=",
"3"
]
]
},
{
"name": "numpy",
"specs": [
[
">=",
"1.24"
]
]
},
{
"name": "pillow",
"specs": [
[
">=",
"9.5"
]
]
},
{
"name": "PyYAML",
"specs": [
[
">=",
"6.0.2"
]
]
},
{
"name": "requests",
"specs": [
[
">=",
"2.32.4"
]
]
},
{
"name": "safe_assert",
"specs": [
[
">=",
"0.5"
]
]
},
{
"name": "safetensors",
"specs": [
[
">=",
"0.5.3"
]
]
},
{
"name": "setuptools",
"specs": [
[
">=",
"75.8.2"
]
]
},
{
"name": "thrmt",
"specs": [
[
">=",
"0.0.15"
]
]
},
{
"name": "torch",
"specs": [
[
">=",
"2.5"
]
]
},
{
"name": "torch-lr-finder",
"specs": [
[
">=",
"0.2.1"
]
]
},
{
"name": "torchattacks",
"specs": [
[
">=",
"3.5.1"
]
]
},
{
"name": "torchvision",
"specs": [
[
">=",
"0.15"
]
]
},
{
"name": "tqdm",
"specs": [
[
">=",
"4.65"
]
]
},
{
"name": "urllib3",
"specs": [
[
">=",
"2.5"
]
]
}
],
"lcname": "ebtorch"
}