{ "info": { "author": "Kapil Sachdeva", "author_email": "notanemail@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.6", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": "# Keras Experiment Recorder\n\nThis is a set of utilities (mostly a keras Callback) that help store various aspects of an\nexperiment (e.g. model information, results of training etc) in firebase backend.\n\n## Prerequisites\n\nYou will need the service account of a firebase app.\n\n## Usage\n\n```python\nfrom keras_experiment_recorder import ExperimentInfo, FirebaseInfo\nfrom keras_experiment_recorder import ExperimentRecorder\n\n# below three lines setup the instance of ExperimentRecorder\nfb_info = FirebaseInfo(bucket_name=bucket_name,\n credential_path=credential_path)\nexperiment_info = ExperimentInfo(name='first exp', fb_info=fb_info)\nrecorder = ExperimentRecorder(experiment_info)\n\ncallbacks = [recorder]\n\nhistory = model.fit(x_train, y_train,\n batch_size=batch_size,\n epochs=epochs,\n verbose=1,\n callbacks=callbacks, # pass the callbacks\n validation_split=0.1)\n\n```\n\n### Running the example included in this repository\n\n```bash\npython examples/simple.py --bucket-name keras-experiment-recorder.appspot.com --credential-path ~/Desktop/Dev/keys/keras-experimen\nt-recorder-firebase.json\n```\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/ksachdeva/keras-experiment-recorder.git", "keywords": "", "license": "Apache-2.0", "maintainer": "", "maintainer_email": "", "name": "Keras-Experiment-Recorder", "package_url": "https://pypi.org/project/Keras-Experiment-Recorder/", "platform": "", "project_url": "https://pypi.org/project/Keras-Experiment-Recorder/", "project_urls": { "Homepage": "https://github.com/ksachdeva/keras-experiment-recorder.git" }, "release_url": "https://pypi.org/project/Keras-Experiment-Recorder/0.1.1/", "requires_dist": null, "requires_python": "", "summary": "A keras extension (callback) to record details of a training task", "version": "0.1.1" }, "last_serial": 4646944, "releases": { "0.1.1": [ { "comment_text": "", "digests": { "md5": "3b2638b280571c12ab5c4ea4d45a8ff6", "sha256": "ef67c21243ad5d25eb1a7dbe2f2f273ed378b605b546da9e704750d35b21ff47" }, "downloads": -1, "filename": "Keras_Experiment_Recorder-0.1.1-py3-none-any.whl", "has_sig": false, "md5_digest": "3b2638b280571c12ab5c4ea4d45a8ff6", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 7514, "upload_time": "2018-12-30T21:34:54", "url": "https://files.pythonhosted.org/packages/5b/e7/e2bcf33e1cd2d38622c3fc97f844a0a5ac1e5281378962a437d50c1c2724/Keras_Experiment_Recorder-0.1.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "32ecac663439248c459ef6b600fc6a47", "sha256": "d7ce4c025357faf5b5ad4e6e747d928c3fde5d5956ccbee53127aa2a64abe6a9" }, "downloads": -1, "filename": "Keras_Experiment_Recorder-0.1.1.tar.gz", "has_sig": false, "md5_digest": "32ecac663439248c459ef6b600fc6a47", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2838, "upload_time": "2018-12-30T21:34:56", "url": "https://files.pythonhosted.org/packages/04/b9/3f795bf5ef68615d45e99a2e44d4cae7253ab4ded4d5d086f5a3f8a96f17/Keras_Experiment_Recorder-0.1.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "3b2638b280571c12ab5c4ea4d45a8ff6", "sha256": "ef67c21243ad5d25eb1a7dbe2f2f273ed378b605b546da9e704750d35b21ff47" }, "downloads": -1, "filename": "Keras_Experiment_Recorder-0.1.1-py3-none-any.whl", "has_sig": false, "md5_digest": "3b2638b280571c12ab5c4ea4d45a8ff6", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 7514, "upload_time": "2018-12-30T21:34:54", "url": "https://files.pythonhosted.org/packages/5b/e7/e2bcf33e1cd2d38622c3fc97f844a0a5ac1e5281378962a437d50c1c2724/Keras_Experiment_Recorder-0.1.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "32ecac663439248c459ef6b600fc6a47", "sha256": "d7ce4c025357faf5b5ad4e6e747d928c3fde5d5956ccbee53127aa2a64abe6a9" }, "downloads": -1, "filename": "Keras_Experiment_Recorder-0.1.1.tar.gz", "has_sig": false, "md5_digest": "32ecac663439248c459ef6b600fc6a47", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2838, "upload_time": "2018-12-30T21:34:56", "url": "https://files.pythonhosted.org/packages/04/b9/3f795bf5ef68615d45e99a2e44d4cae7253ab4ded4d5d086f5a3f8a96f17/Keras_Experiment_Recorder-0.1.1.tar.gz" } ] }