{ "info": { "author": "Seppo Enarvi", "author_email": "seppo2019@marjaniemi.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "Programming Language :: Python :: 3", "Topic :: Scientific/Engineering" ], "description": "TheanoLM is a recurrent neural network language modeling toolkit implemented using Theano. Theano allows the user to customize and extend the neural network very conveniently, still generating highly efficient code that can utilize multiple GPUs or CPUs for parallel computation. TheanoLM allows the user to specify arbitrary network architecture. New layer types and optimization methods can be easily implemented.\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "https://github.com/senarvi/theanolm/tarball/v1.3.2", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/senarvi/theanolm", "keywords": "theano neural network language modeling machine learning research", "license": "Apache License, Version 2.0", "maintainer": "", "maintainer_email": "", "name": "TheanoLM", "package_url": "https://pypi.org/project/TheanoLM/", "platform": "", "project_url": "https://pypi.org/project/TheanoLM/", "project_urls": { "Download": "https://github.com/senarvi/theanolm/tarball/v1.3.2", "Homepage": "https://github.com/senarvi/theanolm" }, "release_url": "https://pypi.org/project/TheanoLM/1.3.2/", "requires_dist": [ "numpy", "Theano", "h5py" ], "requires_python": "", "summary": "Toolkit for neural network language modeling using Theano", "version": "1.3.2" }, "last_serial": 4800919, "releases": { "0.8.0": [ { "comment_text": "", "digests": { "md5": "f3a75ad8c09bdfe9aaa476ae753775ca", "sha256": "80b3568793f7528d6f87689b2fcf9fbf0cda4b174f4102b27d74bb5b6a022eee" }, "downloads": -1, "filename": "TheanoLM-0.8.0.tar.gz", "has_sig": false, "md5_digest": "f3a75ad8c09bdfe9aaa476ae753775ca", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 59236, "upload_time": "2016-04-22T14:38:41", "url": "https://files.pythonhosted.org/packages/9e/38/1c63b717a0bf4017c8487729fdfdd36bcc83549c1af81704f62c8d66f012/TheanoLM-0.8.0.tar.gz" } ], "0.8.1": [ { "comment_text": "", "digests": { "md5": "08cd5d10db461ba1c8a7730b2bfe5b23", "sha256": "e66711b4c0cee89b365792accb36a1839744a5a41595b499cb00ea95a1d53b01" }, "downloads": -1, "filename": "TheanoLM-0.8.1.tar.gz", "has_sig": false, "md5_digest": "08cd5d10db461ba1c8a7730b2bfe5b23", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 54468, "upload_time": "2016-04-26T19:59:15", "url": "https://files.pythonhosted.org/packages/86/b7/789b2095164d725c0ddc357aee8868fd3db9a05e48badc8b0512a490c092/TheanoLM-0.8.1.tar.gz" } ], "0.8.2": [ { "comment_text": "", "digests": { "md5": "5530a17f38aacb3efc2b3934f9001194", "sha256": "bd8ab0aee1a86e114311b29411a533ebac8d872749a0fef9871f3e4134079a15" }, "downloads": -1, "filename": "TheanoLM-0.8.2.tar.gz", "has_sig": false, "md5_digest": "5530a17f38aacb3efc2b3934f9001194", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 55518, "upload_time": "2016-04-28T17:37:56", "url": "https://files.pythonhosted.org/packages/4b/b5/f6639404100055a788783c68bb38ca64720ba7b9a0b426ae70c8f0940958/TheanoLM-0.8.2.tar.gz" } ], "0.8.3": [ { "comment_text": "", "digests": { "md5": "edda980aa3875b1470d991748e5bcd30", "sha256": "994a85cf7a5233df477ec647006e46ace57e86dc64204e37097c81d6679f5704" }, "downloads": -1, "filename": "TheanoLM-0.8.3.tar.gz", "has_sig": false, "md5_digest": "edda980aa3875b1470d991748e5bcd30", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 56107, "upload_time": "2016-05-19T14:37:25", "url": "https://files.pythonhosted.org/packages/b4/15/5e4d2f3b3eb5c6a927fdfe83a1a49d131514fc00795fa1c8a451052cb908/TheanoLM-0.8.3.tar.gz" } ], "0.8.4": [ { "comment_text": "", "digests": { "md5": "06a6106b3bef3a28575b2a165296d44f", "sha256": "f3311fa5af8e664d3d7d1d38ec5358b45efe844aefe31976ff19b50090ff3edd" }, "downloads": -1, "filename": "TheanoLM-0.8.4.tar.gz", "has_sig": false, "md5_digest": "06a6106b3bef3a28575b2a165296d44f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 56296, "upload_time": "2016-05-22T14:27:43", "url": "https://files.pythonhosted.org/packages/b5/ce/4fdc220be2f79b0d6cb0715d36b39f2309ecde7bd9c0447c3696212ed83d/TheanoLM-0.8.4.tar.gz" } ], "0.9.0": [ { "comment_text": "", "digests": { "md5": "2fc90d636e54eccf0ed62b71bc18632c", "sha256": "34a40ba3062b96e03843177be7d9d049a11e6c356e5cb7f1ccb4a5d87fef0cd8" }, "downloads": -1, "filename": "TheanoLM-0.9.0.tar.gz", "has_sig": false, "md5_digest": "2fc90d636e54eccf0ed62b71bc18632c", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 56833, "upload_time": "2016-06-21T13:42:43", "url": "https://files.pythonhosted.org/packages/3f/ef/a82b82571b047d5e43878c8b7414a91cedc2222bff39e3fecd8d0984a4ca/TheanoLM-0.9.0.tar.gz" } ], "0.9.1": [ { "comment_text": "", "digests": { "md5": "2f7a07ac5555fc272a26fda17dca3f69", "sha256": "584a50d126fe4a9f060d97ed23b49ab9cf493b28ce06cdad43a9701bd701dfc3" }, "downloads": -1, "filename": "TheanoLM-0.9.1.tar.gz", "has_sig": false, "md5_digest": "2f7a07ac5555fc272a26fda17dca3f69", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 57033, "upload_time": "2016-06-28T08:47:56", "url": "https://files.pythonhosted.org/packages/59/d8/6e0af5246b68d0a3cf23c3505f37370886cf29b990c4b544ac90b485bf68/TheanoLM-0.9.1.tar.gz" } ], "0.9.2": [ { "comment_text": "", "digests": { "md5": "02f6d656a9fe2a761cf39bee7686d1cd", "sha256": "7e667d09a825c36e325195f76475c4f72d94fe760ddd303c151b96f68ffd9258" }, "downloads": -1, "filename": "TheanoLM-0.9.2.tar.gz", "has_sig": false, "md5_digest": "02f6d656a9fe2a761cf39bee7686d1cd", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 64502, "upload_time": "2016-07-16T08:34:51", "url": "https://files.pythonhosted.org/packages/b2/43/00439ebf5d8902699e8556d5abf879341db5783e3ac10f756012c97f6c69/TheanoLM-0.9.2.tar.gz" } ], "0.9.3": [ { "comment_text": "", "digests": { "md5": "f3c33834c97aad0bf8e3cd677d39ac64", "sha256": "9a37f2cef1b23f3ad6450d7cec3d0b607236f6939f3ff136e3623bc44a7be7e9" }, "downloads": -1, "filename": "TheanoLM-0.9.3.tar.gz", "has_sig": false, "md5_digest": "f3c33834c97aad0bf8e3cd677d39ac64", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 71203, "upload_time": "2016-08-03T20:51:47", "url": "https://files.pythonhosted.org/packages/0d/fd/680e0ad3be23e1fe29ee3e0e0b08900f0d819919096973eecc349790c643/TheanoLM-0.9.3.tar.gz" } ], "0.9.4": [ { "comment_text": "", "digests": { "md5": "65615ac6b744dba234715edf01c32027", "sha256": "82f7d7549d9a37546bf5c4fb57c65e17ec560ad3d4190a5075878dac247950fb" }, "downloads": -1, "filename": "TheanoLM-0.9.4.tar.gz", "has_sig": false, "md5_digest": "65615ac6b744dba234715edf01c32027", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 71553, "upload_time": "2016-08-09T12:18:55", "url": "https://files.pythonhosted.org/packages/82/2a/a08cce3790e4f589216a1ea3a49951d312ce418e425955174de5f81ea01f/TheanoLM-0.9.4.tar.gz" } ], "0.9.5": [ { "comment_text": "", "digests": { "md5": "3814f10d8ce7fb26087a7e5ed0c91f4d", "sha256": "319cb1e0bef2db789c611914eebd61a720bee01330be1d4251175fb55b58dc52" }, "downloads": -1, "filename": "TheanoLM-0.9.5.tar.gz", "has_sig": false, "md5_digest": "3814f10d8ce7fb26087a7e5ed0c91f4d", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 74027, "upload_time": "2016-08-18T06:33:48", "url": "https://files.pythonhosted.org/packages/71/8d/463627e9af487b69a3fcc68601215cd818e13435b13ba72e82f0c2b48420/TheanoLM-0.9.5.tar.gz" } ], "1.0.0": [ { "comment_text": "", "digests": { "md5": "3508b8fa76d19852f06967913dc3a857", "sha256": "26c2fb9f5fc2a5cebd0fae3d409022a8f094ea4d706100d844e20cff0dbdaa18" }, "downloads": -1, "filename": "TheanoLM-1.0.0.tar.gz", "has_sig": false, "md5_digest": "3508b8fa76d19852f06967913dc3a857", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 114027, "upload_time": "2016-11-15T14:27:27", "url": "https://files.pythonhosted.org/packages/f0/3b/48a6ecfadd82277bb4070148cf10f4f61cd271d2abf19e205e9c71ffd9ff/TheanoLM-1.0.0.tar.gz" } ], "1.0.1": [ { "comment_text": "", "digests": { "md5": "6c0ca5c077df9853c82a6543a1c19509", "sha256": "beac0ef24a255cdd6220d751fcb7f81a1bd47d35ea371c016416ea65f95f37bd" }, "downloads": -1, "filename": "TheanoLM-1.0.1.tar.gz", "has_sig": false, "md5_digest": "6c0ca5c077df9853c82a6543a1c19509", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 161307, "upload_time": "2016-11-25T22:38:55", "url": "https://files.pythonhosted.org/packages/1e/08/fcf37c0bfcfac4b9f71bc98c000989a300a64da7e913706d5d1b12501535/TheanoLM-1.0.1.tar.gz" } ], "1.0.2": [ { "comment_text": "", "digests": { "md5": "016d5fc6981eee37217d6642d8f43a17", "sha256": "74c2af89b95a53c27b14310bd916317b712e282b6ccdfb9812840ad3c964c556" }, "downloads": -1, "filename": "TheanoLM-1.0.2.tar.gz", "has_sig": false, "md5_digest": "016d5fc6981eee37217d6642d8f43a17", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 240080, "upload_time": "2016-12-05T08:18:02", "url": "https://files.pythonhosted.org/packages/29/88/e6d82906f67507b9d1c5ab489d175e182358351516947842d8f4bd8fd7f1/TheanoLM-1.0.2.tar.gz" } ], "1.1.0": [ { "comment_text": "", "digests": { "md5": "6eb9776c626eac558d3a150df84f3e30", "sha256": "22b75b788b8ae1aea1a83c20b3533847acbf95aa1583717655782fa5e38bf66b" }, "downloads": -1, "filename": "TheanoLM-1.1.0.tar.gz", "has_sig": false, "md5_digest": "6eb9776c626eac558d3a150df84f3e30", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 246568, "upload_time": "2017-01-12T14:27:44", "url": "https://files.pythonhosted.org/packages/2c/1b/07341ef617861a716d729dc996d526cd3fa6d316de2dbf853caf9ab2598c/TheanoLM-1.1.0.tar.gz" } ], "1.1.1": [ { "comment_text": "", "digests": { "md5": "f9371e3c0cee110f64a26b52cee7c9a5", "sha256": "fecb96ed28a1ff42a6b95fe1ab2e5b573a695b32e486fbe2b21ae6c41b6f6c06" }, "downloads": -1, "filename": "TheanoLM-1.1.1.tar.gz", "has_sig": false, "md5_digest": "f9371e3c0cee110f64a26b52cee7c9a5", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 248602, "upload_time": "2017-03-13T11:12:46", "url": "https://files.pythonhosted.org/packages/f4/0b/f81ebd05592723d0c991ae54507cfb831853ed7367fe4f9cc25eae02af3f/TheanoLM-1.1.1.tar.gz" } ], "1.1.2": [ { "comment_text": "", "digests": { "md5": "1ccf7986c0d71577c546efc1fe492aa0", "sha256": "11e9374cdbaa5e7e8474a8b8f8351d87f5e1d94aa7e61bb7937c8507c7a4ba16" }, "downloads": -1, "filename": "TheanoLM-1.1.2.tar.gz", "has_sig": false, "md5_digest": "1ccf7986c0d71577c546efc1fe492aa0", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 249875, "upload_time": "2017-03-27T13:09:46", "url": "https://files.pythonhosted.org/packages/76/9b/cd25b9e24595d9850d4c057ca4ac859c758b8723975ce4d65c4b55dcf706/TheanoLM-1.1.2.tar.gz" } ], "1.1.3": [ { "comment_text": "", "digests": { "md5": "4876eb47429a4273992eb7a481e99b7b", "sha256": "667d486d29d699887caf510d00e95a8e4e0f67191c1950fa823cd8de7a8e0030" }, "downloads": -1, "filename": "TheanoLM-1.1.3.tar.gz", "has_sig": false, "md5_digest": "4876eb47429a4273992eb7a481e99b7b", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 249919, "upload_time": "2017-03-29T15:18:23", "url": "https://files.pythonhosted.org/packages/67/d2/dbdcc6f7ebe08d617b48e38d53db8de1974e9e74c041299120b599c9ad1f/TheanoLM-1.1.3.tar.gz" } ], "1.1.4": [ { "comment_text": "", "digests": { "md5": "c5cf8d957d4e721e061755a7784d5edc", "sha256": "6942a9f6a2a50310ee03e5605a808d43e811446c0901ce8109f6c7b384829f8d" }, "downloads": -1, "filename": "TheanoLM-1.1.4.tar.gz", "has_sig": false, "md5_digest": "c5cf8d957d4e721e061755a7784d5edc", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 254237, "upload_time": "2017-04-08T11:07:11", "url": "https://files.pythonhosted.org/packages/d9/71/4eec20a0e90c63bd20b30507c9853d4dabe6c3d945a8635f1c1c03d9098d/TheanoLM-1.1.4.tar.gz" } ], "1.1.5": [ { "comment_text": "", "digests": { "md5": "00652e0c31c76fa534bafd768bc06848", "sha256": "0f318ccf7133c99e9ced68c843ddf3734c4b115c56cc212f6b63406d9945f4bc" }, "downloads": -1, "filename": "TheanoLM-1.1.5.tar.gz", "has_sig": false, "md5_digest": "00652e0c31c76fa534bafd768bc06848", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 259147, "upload_time": "2017-04-28T15:41:01", "url": "https://files.pythonhosted.org/packages/48/93/582eddd5f3ef00feeef147ffa051fc01125d7b1cb0401f2cec67e81f61dc/TheanoLM-1.1.5.tar.gz" } ], "1.2.0": [ { "comment_text": "", "digests": { "md5": "47f7f91d7282e1e00780172a793c2064", "sha256": "ebb312c34ad0bfea950f412f4657fe9ae6dc8ed8e904bb199ceef03faf50ff80" }, "downloads": -1, "filename": "TheanoLM-1.2.0.tar.gz", "has_sig": false, "md5_digest": "47f7f91d7282e1e00780172a793c2064", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 277027, "upload_time": "2017-05-25T09:19:40", "url": "https://files.pythonhosted.org/packages/dd/54/b9cae75b1a4ea80c135f102e559791a423f4c2a61a1a27fecadea9c89abe/TheanoLM-1.2.0.tar.gz" } ], "1.2.2": [ { "comment_text": "", "digests": { "md5": "f4c48ba1b6d4519daf0204f218c6a1a5", "sha256": "a24d79dd71dd74106cb87efb19c335d54e44b349fa7d1504f69b2807c0529e98" }, "downloads": -1, "filename": "TheanoLM-1.2.2.tar.gz", "has_sig": false, "md5_digest": "f4c48ba1b6d4519daf0204f218c6a1a5", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 271785, "upload_time": "2017-10-13T13:42:00", "url": "https://files.pythonhosted.org/packages/a6/6e/377bea54aa874e498220cb660c1c9f7d2a4f595999590db4610a0ea73c80/TheanoLM-1.2.2.tar.gz" } ], "1.2.3": [ { "comment_text": "", "digests": { "md5": "f22726d4617615c6ef534082ffa83a2f", "sha256": "236c4dfe91ba840f31d050b9cf66f2ebd2f151f42ca784bef6dc04ad6791a4df" }, "downloads": -1, "filename": "TheanoLM-1.2.3.tar.gz", "has_sig": false, "md5_digest": "f22726d4617615c6ef534082ffa83a2f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 306100, "upload_time": "2017-10-18T12:44:31", "url": "https://files.pythonhosted.org/packages/da/b6/d158da1ed9b13453eec139aba7fa2f9513520f8ac19813d906a1263fb09f/TheanoLM-1.2.3.tar.gz" } ], "1.3.0": [ { "comment_text": "", "digests": { "md5": "b7a595d576ebbbd217bd24612b524879", "sha256": "d9d15fcb97e3363f375b7a3f195f52dd07049e781f84f0b17968252f2a95da13" }, "downloads": -1, "filename": "TheanoLM-1.3.0.tar.gz", "has_sig": false, "md5_digest": "b7a595d576ebbbd217bd24612b524879", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 4315979, "upload_time": "2017-11-17T20:47:13", "url": "https://files.pythonhosted.org/packages/64/d0/76f5d0a2f15724024dc8022918df7fdf118aad91f7e8107e9789e48c1b07/TheanoLM-1.3.0.tar.gz" } ], "1.3.1": [ { "comment_text": "", "digests": { "md5": "fb203cf5a7d2a86e78ffdd3f710c2a51", "sha256": "398c949544bf93a3a7aa0440922b1b1e5287a89c658c93afb0570f902e4edfad" }, "downloads": -1, "filename": "TheanoLM-1.3.1.tar.gz", "has_sig": false, "md5_digest": "fb203cf5a7d2a86e78ffdd3f710c2a51", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 114805, "upload_time": "2019-02-09T21:57:51", "url": "https://files.pythonhosted.org/packages/dd/93/443b0c3b14f4085ab4c1a77d660299dadd5dbed9e12d8f0b96e084858c60/TheanoLM-1.3.1.tar.gz" } ], "1.3.2": [ { "comment_text": "", "digests": { "md5": "a39a9df06f6eb8df22ea660d41cdbaa9", "sha256": "bcb6ba49b285c7f02a5f3f54176066410f382d71321fd4c0ed32cb9cc4ea6e7b" }, "downloads": -1, "filename": "TheanoLM-1.3.2.tar.gz", "has_sig": false, "md5_digest": "a39a9df06f6eb8df22ea660d41cdbaa9", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 231626, "upload_time": "2019-02-10T00:23:02", "url": "https://files.pythonhosted.org/packages/70/51/46a6fac9570cab14bd92ddf7c04cf56a94fda73701bca065205fba3212fb/TheanoLM-1.3.2.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "a39a9df06f6eb8df22ea660d41cdbaa9", "sha256": "bcb6ba49b285c7f02a5f3f54176066410f382d71321fd4c0ed32cb9cc4ea6e7b" }, "downloads": -1, "filename": "TheanoLM-1.3.2.tar.gz", "has_sig": false, "md5_digest": "a39a9df06f6eb8df22ea660d41cdbaa9", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 231626, "upload_time": "2019-02-10T00:23:02", "url": "https://files.pythonhosted.org/packages/70/51/46a6fac9570cab14bd92ddf7c04cf56a94fda73701bca065205fba3212fb/TheanoLM-1.3.2.tar.gz" } ] }