{"id":18510404,"url":"https://github.com/rakibhhridoy/natural-language-processing-steps","last_synced_at":"2026-05-06T04:06:07.097Z","repository":{"id":131513659,"uuid":"272013046","full_name":"rakibhhridoy/Natural-Language-Processing-Steps","owner":"rakibhhridoy","description":"Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it. ","archived":false,"fork":false,"pushed_at":"2020-08-06T06:46:38.000Z","size":3021,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-17T02:41:55.702Z","etag":null,"topics":["classification","embedded","embedding-models","feed","keras","natural-language-processing","nlp","python","sentence","sequence","tensorflow","text-analysis","text-classification","text-processing"],"latest_commit_sha":null,"homepage":"https://rakibhhridoy.github.io","language":"Jupyter Notebook","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/rakibhhridoy.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":"2020-06-13T13:22:02.000Z","updated_at":"2020-08-14T10:19:55.000Z","dependencies_parsed_at":"2023-03-18T09:23:59.866Z","dependency_job_id":null,"html_url":"https://github.com/rakibhhridoy/Natural-Language-Processing-Steps","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/rakibhhridoy%2FNatural-Language-Processing-Steps","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rakibhhridoy%2FNatural-Language-Processing-Steps/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rakibhhridoy%2FNatural-Language-Processing-Steps/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rakibhhridoy%2FNatural-Language-Processing-Steps/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rakibhhridoy","download_url":"https://codeload.github.com/rakibhhridoy/Natural-Language-Processing-Steps/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254129552,"owners_count":22019629,"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":["classification","embedded","embedding-models","feed","keras","natural-language-processing","nlp","python","sentence","sequence","tensorflow","text-analysis","text-classification","text-processing"],"created_at":"2024-11-06T15:23:12.912Z","updated_at":"2026-05-06T04:06:07.079Z","avatar_url":"https://github.com/rakibhhridoy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### NLP Steps In ```TensorFlow``` for ****Classification \u0026 Sequence****\n\n\n\u003cp\u003e\u003ccenter\u003e\n \u003cimg src = 'https://i0.wp.com/aliz.ai/wp-content/uploads/2019/05/Natural-Language-Processing-03-1.png?fit=3042%2C1521\u0026ssl=1', height= 450, width = 1200\u003e\n \u003c/center\u003e\n\u003c/p\u003e\n\n##### Natural Language Processing Task is quite easy if you make your work clean and proceesed in order.\n\n##### In this Repository you will find notbook that is well ordered for nlp task in Tensorflow 2.2.0. You will get:\n\n``` \nText Classification \nText Sequence\n```\n\nIf you don’t have TensorFlow installed, Open Command Prompt \u0026 type the following:\n```bash\npip install tensorflow\npip install tensorlflow== 2.2.0  #for version 2.2.0\n```\n\nIn order to make task in a step, we have the following Steps:\n\n```Text Classification```:\n\n-\tSenctence\n-\tTokenize\n-\tPadded\n-\tModel Building\n-\tFeed the model/ Train the model\n-\tValidate the model\n-\tEmbedding to Predicting\n-\tDownload the Embedding and Project in TensorFlow Embedding System\n\n ```Text Sequence```:\n\n-\tSentence\n-\tTokenize \n-\tPadded \n-\tLabelling The Data\n-\tModel Building\n-\tFeed The Model\n-\tValidate The Model to Make Sequence of Word\n\n\n\n\n\n###### Additionally You can find the scripts in ```Python``` to help easy and fast work.\n\n###### You can hire me/connect with me in [Linkedin](https://linkedin.com/in/rakibhhridoy)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frakibhhridoy%2Fnatural-language-processing-steps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frakibhhridoy%2Fnatural-language-processing-steps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frakibhhridoy%2Fnatural-language-processing-steps/lists"}