{"id":13594521,"url":"https://github.com/dennybritz/chatbot-retrieval","last_synced_at":"2025-12-29T22:47:45.926Z","repository":{"id":7937203,"uuid":"56552859","full_name":"dennybritz/chatbot-retrieval","owner":"dennybritz","description":"Dual LSTM Encoder for Dialog Response Generation","archived":false,"fork":false,"pushed_at":"2022-11-21T20:51:04.000Z","size":20101,"stargazers_count":1578,"open_issues_count":61,"forks_count":676,"subscribers_count":107,"default_branch":"master","last_synced_at":"2024-08-02T16:52:54.896Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/dennybritz.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":"2016-04-19T00:52:38.000Z","updated_at":"2024-06-18T08:00:17.000Z","dependencies_parsed_at":"2023-01-11T17:16:21.555Z","dependency_job_id":null,"html_url":"https://github.com/dennybritz/chatbot-retrieval","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/dennybritz%2Fchatbot-retrieval","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dennybritz%2Fchatbot-retrieval/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dennybritz%2Fchatbot-retrieval/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dennybritz%2Fchatbot-retrieval/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dennybritz","download_url":"https://codeload.github.com/dennybritz/chatbot-retrieval/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223375362,"owners_count":17135355,"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":"2024-08-01T16:01:34.922Z","updated_at":"2025-12-29T22:47:45.886Z","avatar_url":"https://github.com/dennybritz.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook","Uncategorized"],"sub_categories":["Uncategorized"],"readme":"## Retrieval-Based Conversational Model in Tensorflow (Ubuntu Dialog Corpus)\n\n#### [Please read the blog post for this code](http://www.wildml.com/2016/07/deep-learning-for-chatbots-2-retrieval-based-model-tensorflow)\n\n#### Overview\n\nThe code here implements the Dual LSTM Encoder model from [The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems](http://arxiv.org/abs/1506.08909).\n\n#### Setup\n\nThis code uses Python 3 and Tensorflow \u003e= 0.9. Clone the repository and install all required packages:\n\n```\npip install -U pip\npip install numpy scikit-learn pandas jupyter\n```\n\n#### Get the Data\n\n\nDownload the train/dev/test data [here](https://drive.google.com/open?id=0B_bZck-ksdkpVEtVc1R6Y01HMWM) and extract the acrhive into `./data`.\n\n\n#### Training\n\n```\npython udc_train.py\n```\n\n\n#### Evaluation\n\n```\npython udc_test.py --model_dir=...\n```\n\n\n#### Evaluation\n\n```\npython udc_predict.py --model_dir=...\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdennybritz%2Fchatbot-retrieval","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdennybritz%2Fchatbot-retrieval","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdennybritz%2Fchatbot-retrieval/lists"}