{"id":16739434,"url":"https://github.com/williamfalcon/theano-deep-neural-net","last_synced_at":"2025-03-15T22:43:57.123Z","repository":{"id":75974233,"uuid":"63022126","full_name":"williamFalcon/theano-deep-neural-net","owner":"williamFalcon","description":"Deep neural network implementation using theano and lasagne","archived":false,"fork":false,"pushed_at":"2016-07-11T15:36:06.000Z","size":9120,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-22T11:47:41.700Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/williamFalcon.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-07-10T23:02:14.000Z","updated_at":"2019-04-17T10:48:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"a1e6afe7-e0ee-41ed-83c9-32909b399596","html_url":"https://github.com/williamFalcon/theano-deep-neural-net","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/williamFalcon%2Ftheano-deep-neural-net","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/williamFalcon%2Ftheano-deep-neural-net/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/williamFalcon%2Ftheano-deep-neural-net/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/williamFalcon%2Ftheano-deep-neural-net/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/williamFalcon","download_url":"https://codeload.github.com/williamFalcon/theano-deep-neural-net/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243801611,"owners_count":20350106,"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":[],"created_at":"2024-10-13T00:51:05.625Z","updated_at":"2025-03-15T22:43:57.106Z","avatar_url":"https://github.com/williamFalcon.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# theano-deep-neural-net\nDeep neural network implementation using theano and lasagne\n\nNeural network implementation mostly based on the [mnist lasagne tutorial](https://github.com/Lasagne/Lasagne/blob/master/examples/mnist.py)    \n\n## Use\n```python\nfrom dnn.dnn import MLP\n\nX_train, y_train, X_val, y_val, X_test, y_test = load_dataset()\n\n# images are 28*28 pixels. Shown as a vector of 28*28 length\n# train algo\nnn = MLP(input_dim_count=28*28, output_size=10)\nnn.fit(X_train, y_train, X_val, y_val, X_test, y_test, epochs=50)\n\n# predict on first 5 of test\nx_preds = X_test[0:5]\nans = nn.predict(x_preds)\n\n# print prediction results\nprint(ans)\nprint(y_test[0:5])\n\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwilliamfalcon%2Ftheano-deep-neural-net","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwilliamfalcon%2Ftheano-deep-neural-net","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwilliamfalcon%2Ftheano-deep-neural-net/lists"}