{"id":24956756,"url":"https://github.com/changwookjun/chatbot_seq2seq","last_synced_at":"2026-04-24T23:33:14.950Z","repository":{"id":273963969,"uuid":"154454171","full_name":"changwookjun/ChatBot_seq2seq","owner":"changwookjun","description":"Chatbot using Tensorflow (Model is seq2seq) ko","archived":false,"fork":false,"pushed_at":"2018-11-22T07:27:07.000Z","size":439,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-28T20:44:19.978Z","etag":null,"topics":["chatbot","chatbot-data","korean-nlp","multi-rnn","paper","python","rnn","seq2seq","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/changwookjun.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2018-10-24T07:01:31.000Z","updated_at":"2022-07-22T05:18:05.000Z","dependencies_parsed_at":"2025-01-24T03:28:35.754Z","dependency_job_id":null,"html_url":"https://github.com/changwookjun/ChatBot_seq2seq","commit_stats":null,"previous_names":["changwookjun/chatbot_seq2seq"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/changwookjun%2FChatBot_seq2seq","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/changwookjun%2FChatBot_seq2seq/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/changwookjun%2FChatBot_seq2seq/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/changwookjun%2FChatBot_seq2seq/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/changwookjun","download_url":"https://codeload.github.com/changwookjun/ChatBot_seq2seq/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/changwookjun%2FChatBot_seq2seq/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259207432,"owners_count":22821663,"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":["chatbot","chatbot-data","korean-nlp","multi-rnn","paper","python","rnn","seq2seq","tensorflow"],"created_at":"2025-02-03T06:41:05.649Z","updated_at":"2026-04-24T23:33:14.920Z","avatar_url":"https://github.com/changwookjun.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ChatBot(seq2seq)\nNLG를 활용한 ChatBot을 개발함  \n\n# Architecture \n![images](images/seq2seq.png)  \n\n\n# Learning Data\nTitle|Contents|Other\n--|--|--\n데이터 이름|Chatbot data\n데이터 용도|한국어 챗봇  학습을 목적으로 사용한다.\n데이터 권한|MIT 라이센스\n데이터 출처|https://github.com/songys/Chatbot_data (송영숙님)\n\n# Requirement\nPython 3.6.6   \ntensorflow 1.11   \nkonlpy   \npandas   \nsklearn   \n\n# Project Structure\n    .\n    ├── data_in                     # 데이터가 존재하는 영역\n        ├── ChatBotData.csv         # 전체 데이터\n        ├── ChatBotData.csv_short   # 축소된 데이터 (테스트 용도)\n        ├── README.md               # 데이터 저자 READMD 파일\n    ├── data_out                    # 출력 되는 모든 데이터가 모이는 영역\n        ├── vocabularyData.voc      # 사전 파일\n        ├── check_point             # check_point 저장 공간\n    ├── configs.py                  # 모델 설정에 관한 소스\n    ├── data.py                     # data 전처리 및 모델에 주입되는 data set 만드는 소스\n    ├── main.py                     # 전체적인 프로그램이 시작되는 소스\n    ├── main.ipynb                  # 주피터 노트북을 통해 프로그램 내용을 확인 가능\n    ├── model.py                    # 모델이 들어 있는 소스\n    └── predict.py                  # 학습된 모델로 실행 해보는 소스   \n   \n\n# Config\ntf.app.flags.DEFINE_integer('batchSize', 100, 'batch size') # 배치 크기  \ntf.app.flags.DEFINE_integer('trainSteps', 10000, 'train steps') # 학습 에포크  \ntf.app.flags.DEFINE_float('dropoutWidth', 0.5, 'dropout width') # 드롭아웃 크기  \ntf.app.flags.DEFINE_integer('layerSize', 3, 'layer size') # 멀티 레이어 크기 (multi rnn)  \ntf.app.flags.DEFINE_integer('hiddenSize', 128, 'weights size') # 가중치 크기  \ntf.app.flags.DEFINE_float('learningRate', 1e-3, 'learning rate') # 학습률  \ntf.app.flags.DEFINE_string('dataPath', './data/ChatBotData.csv', 'data path') #  데이터 위치  \ntf.app.flags.DEFINE_string('vocabularyPath', './data/vocabularyData.voc', 'vocabulary path') # 사전 위치  \ntf.app.flags.DEFINE_string('checkPointPath', './checkPoint', 'check point path') # 체크 포인트 위치  \ntf.app.flags.DEFINE_integer('shuffleSeek', 1000, 'shuffle random seek') # 셔플 시드값  \ntf.app.flags.DEFINE_integer('maxSequenceLength', 25, 'max sequence length') # 시퀀스 길이  \ntf.app.flags.DEFINE_integer('embeddingSize', 128, 'embedding size') # 임베딩 크기  \ntf.app.flags.DEFINE_boolean('tokenizeAsMorph', True, 'set morph tokenize') # 형태소에 따른 토크나이징 사용 유무  \ntf.app.flags.DEFINE_boolean('embedding', True, 'Use Embedding flag') # 임베딩 유무 설정  \ntf.app.flags.DEFINE_boolean('multilayer', True, 'Use Multi RNN Cell') # 멀티 RNN 유무  \n\n# Usage\npython main.py\n\n# Predict\npython predict.py 남자친구가 너무 잘 생겼어\n\n# Reference\nTitle|Contents\n--|--\nData|[Chatbot data](https://github.com/songys/Chatbot_data)  \nPaper|[Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation](https://arxiv.org/pdf/1406.1078.pdf)  \nPaper|[Neural Machine Translation by Jointly Learning to Align and Translate](https://arxiv.org/abs/1409.0473.pdf)\n\n# Author\nChangWookJun / @changwookjun (changwookjun@gmail.com)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchangwookjun%2Fchatbot_seq2seq","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchangwookjun%2Fchatbot_seq2seq","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchangwookjun%2Fchatbot_seq2seq/lists"}