{"id":13735772,"url":"https://github.com/CleanPegasus/TensorDash","last_synced_at":"2025-05-08T12:31:03.958Z","repository":{"id":38787055,"uuid":"232373438","full_name":"CleanPegasus/TensorDash","owner":"CleanPegasus","description":"TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.","archived":false,"fork":false,"pushed_at":"2023-01-09T12:10:22.000Z","size":7607,"stargazers_count":163,"open_issues_count":15,"forks_count":21,"subscribers_count":11,"default_branch":"master","last_synced_at":"2024-11-05T00:52:22.955Z","etag":null,"topics":["android","deep-learning","fastai","java","keras","machine-learning","pypi","python","python-package","pytorch","remote-monitoring","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CleanPegasus.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-01-07T17:01:11.000Z","updated_at":"2024-08-21T13:58:22.000Z","dependencies_parsed_at":"2023-02-08T11:02:17.933Z","dependency_job_id":null,"html_url":"https://github.com/CleanPegasus/TensorDash","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CleanPegasus%2FTensorDash","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CleanPegasus%2FTensorDash/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CleanPegasus%2FTensorDash/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CleanPegasus%2FTensorDash/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CleanPegasus","download_url":"https://codeload.github.com/CleanPegasus/TensorDash/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224727062,"owners_count":17359533,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["android","deep-learning","fastai","java","keras","machine-learning","pypi","python","python-package","pytorch","remote-monitoring","tensorflow"],"created_at":"2024-08-03T03:01:10.989Z","updated_at":"2024-11-15T04:30:39.605Z","avatar_url":"https://github.com/CleanPegasus.png","language":"Java","readme":"# TensorDash\n\u003cimg src=\"readme_resources/cover_image.jpeg\"\u003e\nTensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.\n\n#### [Go to docs](https://cleanpegasus.github.io/TensorDash/)\n\n## Why Tensordash?\n\n1. Watch your model train in real-time.\n2. Supports all major deep learning frameworks.\n3. Remotely get details on the training and validation metrics.\n4. Get notified when your model has completed trainng or when it has crashed.\n5. Get detailed graphs on your model’s metrics.\n\n\n## Installation ##\n\n### Installing the Python Package ###\n\nThere are two ways to install tensordash:\n\n- **Install tensordash from PyPI (recommended):**\n\nNote: These installation steps assume that you are on a Linux or Mac environment.\nIf you are on Windows, you will need to remove `sudo` to run the commands below.\n\n```sh\nsudo pip install tensor-dash\n```\n\nIf you are using a virtualenv, you may want to avoid using sudo:\n\n```sh\npip install tensor-dash\n```\n\n- **Alternatively: install tensordash from the GitHub source:**\n\nFirst, clone TensorDash using `git`:\n\n```sh\ngit clone https://github.com/CleanPegasus/TensorDash.git\n```\n\n Then, `cd` to the TensorDash folder and run the install command:\n```sh\ncd TensorDash\nsudo python setup.py install\n```\n\n\n### Installing the Android App ###\n\nInstall the android app from the play store.\u003cbr\u003e\n[\u003cimg src=\"https://play.google.com/intl/en_us/badges/static/images/badges/en_badge_web_generic.png\" height=\"30%\" width=\"30%\"\u003e](https://play.google.com/store/apps/details?id=tech.tensordash.tensordash)\n\n## [How to use](https://cleanpegasus.github.io/TensorDash/usage/)\n\n\n\u003ctable border=\"0\"\u003e\n\u003ctr\u003e\n\t\u003ctd\u003e\u003ca href=\"https://cleanpegasus.github.io/TensorDash/usage/#tensorflow\"\u003e\u003cimg src=\"readme_resources/tensorflow.png\" width=\"\" height=\"100px\"\u003e\u003cbr\u003e\u003cp align=\"center\"\u003eTensorflow\u003c/p\u003e\u003c/a\u003e\u003c/td\u003e\n\t\u003ctd\u003e\u003ca href=\"https://cleanpegasus.github.io/TensorDash/usage/#keras\"\u003e \u003cimg src=\"readme_resources/keras.png\" width=\"\" height=\"100px\"\u003e\u003cbr\u003e\u003cp align=\"center\"\u003eKeras\u003c/p\u003e\u003c/a\u003e\u003c/td\u003e\n\t\u003ctd\u003e\u003ca href=\"https://cleanpegasus.github.io/TensorDash/usage/#pytorch\"\u003e \u003cimg src=\"readme_resources/pytorch.png\" width=\"\" height=\"100px\"\u003e\u003cbr\u003e\u003cp align=\"center\"\u003ePyTorch\u003c/p\u003e\u003c/a\u003e\u003c/td\u003e\n\t\u003ctd\u003e\u003ca href=\"https://cleanpegasus.github.io/TensorDash/usage/#fastai\"\u003e \u003cimg src=\"readme_resources/fastai.png\" width=\"\" height=\"100px\"\u003e\u003cbr\u003e\u003cp align=\"center\"\u003eFast.ai\u003c/a\u003e\u003c/p\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n\t\t\n## We are currently working on:\n- Development for iOS app\n- Addition of custom metrics to the model\n- Auto-update the dashboard screen on Android App\n\nHave feedback or a feature request? Drop us a mail at tensordash@gmail.com or raise an [issue on Github](https://github.com/CleanPegasus/TensorDash/issues/new/choose)\n","funding_links":[],"categories":["Java","人工智能"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FCleanPegasus%2FTensorDash","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FCleanPegasus%2FTensorDash","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FCleanPegasus%2FTensorDash/lists"}