{"id":16649071,"url":"https://github.com/fedden/nlp_tutorial","last_synced_at":"2026-04-19T20:34:25.229Z","repository":{"id":102074184,"uuid":"119887348","full_name":"fedden/nlp_tutorial","owner":"fedden","description":null,"archived":false,"fork":false,"pushed_at":"2018-02-20T14:26:32.000Z","size":420,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-26T08:48:25.124Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/fedden.png","metadata":{"files":{"readme":"README.md","changelog":"news_article_tag_classification_with_doc2vec.ipynb","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":"2018-02-01T20:07:35.000Z","updated_at":"2022-02-28T18:23:44.000Z","dependencies_parsed_at":null,"dependency_job_id":"f964ac6e-bb66-48cd-851a-b3a58de7c382","html_url":"https://github.com/fedden/nlp_tutorial","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/fedden/nlp_tutorial","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedden%2Fnlp_tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedden%2Fnlp_tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedden%2Fnlp_tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedden%2Fnlp_tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fedden","download_url":"https://codeload.github.com/fedden/nlp_tutorial/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedden%2Fnlp_tutorial/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32022216,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T20:23:30.271Z","status":"online","status_checked_at":"2026-04-19T02:00:07.110Z","response_time":55,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-10-12T09:06:44.467Z","updated_at":"2026-04-19T20:34:25.190Z","avatar_url":"https://github.com/fedden.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fun With Natural Language Processing And Deep Learning\n\nThis repository contains notebooks exploring a few areas of deep learning and natural language processing that I have found fun and interesting when learning about NLP.\n\n## But what the hell is a neural network?\n\nGood question, and not an easy one to answer. This repository makes use of neural networks pretty frequently so it might be worth exploring more on the topic. A nice place to get started might be these videos:\n\n#### But what *is* a neural network?\nClick on the below images to go to the relevant videos that explore what neural networks actually do. The first is a quick overview that will probably answer a lot of questions, and the second is an entire course - probably overkill - but will explain and explore a lot of what is going on in modern libraries like TensorFlow.\n\n[![But what *is* a Neural Network?](https://img.youtube.com/vi/aircAruvnKk/0.jpg)](https://www.youtube.com/watch?v=aircAruvnKk)\n\n#### Andrej Karpathy's neural net lectures\n[![CS231n Winter 2016](https://img.youtube.com/vi/NfnWJUyUJYU/0.jpg)](https://www.youtube.com/watch?v=NfnWJUyUJYU)\n\n## Other useful links\n* [Keras neural layers documentation](https://keras.io/layers/about-keras-layers/)\n* [Gensim docs](https://radimrehurek.com/gensim/apiref.html)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffedden%2Fnlp_tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffedden%2Fnlp_tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffedden%2Fnlp_tutorial/lists"}