{"id":19133655,"url":"https://github.com/hienduyph/oxford-deepnlp-2017","last_synced_at":"2025-05-06T19:22:33.356Z","repository":{"id":109735434,"uuid":"81445480","full_name":"hienduyph/Oxford-DeepNLP-2017","owner":"hienduyph","description":":rocket: :tada: :sparkles: Oxford Deep NLP 2017 Course Materials and Practicals, Solutions","archived":false,"fork":false,"pushed_at":"2017-07-08T12:52:51.000Z","size":48218,"stargazers_count":29,"open_issues_count":0,"forks_count":13,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-03-31T02:04:51.983Z","etag":null,"topics":["deepnlp","nlp","tensorflow"],"latest_commit_sha":null,"homepage":"","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/hienduyph.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":"2017-02-09T11:55:53.000Z","updated_at":"2025-02-15T09:06:57.000Z","dependencies_parsed_at":"2023-04-13T07:46:47.161Z","dependency_job_id":null,"html_url":"https://github.com/hienduyph/Oxford-DeepNLP-2017","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/hienduyph%2FOxford-DeepNLP-2017","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hienduyph%2FOxford-DeepNLP-2017/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hienduyph%2FOxford-DeepNLP-2017/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hienduyph%2FOxford-DeepNLP-2017/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hienduyph","download_url":"https://codeload.github.com/hienduyph/Oxford-DeepNLP-2017/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249638250,"owners_count":21304305,"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":["deepnlp","nlp","tensorflow"],"created_at":"2024-11-09T06:23:21.314Z","updated_at":"2025-04-19T07:33:21.075Z","avatar_url":"https://github.com/hienduyph.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Oxford DeepNLP 2017\nThis repo contains all lectures slides, videos and my solutions for practices (using TensorFlow)\n\n## Course Materials\n- Lecture 1a: Introductions\n    - [Slide](slides/Lectures-1a-Introductions.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ff91caf5-fa7c-42de-8b3d-41f4bc2365b4)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_1a_intro.mp4)\n- Lecture 1b: Deep Neural Networks are our friends.\n    - [Slide](slides/Lectures-1b-Deep-Neural-Networks-are-our-friends.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=b7d66d78-0deb-46d5-bc14-b1852b9d95e8)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_1b_friends.mp4)\n- Lecture 2a: Word Level Semantics.\n    - [Slide](slides/Lectures-2a-Word-Level-Semantics.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=b8531095-9de9-4d4e-bebd-e4272b90ca39)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_2a_lexical_semantics.mp4)\n- Lecture 2b: Overview of the Practicals.\n    - [Slide](slides/Lectures-2b-Overview-of-the-Practicals.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=2ddf7182-43db-44f5-b62a-45e0dfa4f37b)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_2b_practicals.mp4)\n- Lecture 3: Language Modelling and RNNs Part 1.\n    - [Slide](slides/Lectures-3-Language-Modelling-and-RNNs-Part-1.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=6bf19af4-d7b3-4ac9-89a1-b719bdd0c2bd)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_3_modelling_1.mp4)\n- Lecture 4: Language Modelling and RNNs Part 2.\n    - [Slide](slides/Lectures-4-Language-Modelling-and-RNNs-Part-2.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=fa8df3a8-e7e5-4044-9199-751bcf0a9298)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_4_modelling_2.mp4)\n- Lecture 5: Text Classification.\n    - [Slide](slides/Lectures-5-Text-Classification.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=dbc0d5cb-4d24-41be-a988-85a08eb1b2f7)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_5_text_classification.mp4)\n- Lecture 6: Deep NLP on Nvidia GPUs.\n    - [Slide](slides/Lectures-6-Deep-NLP-on-Nvidia-GPUs.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=f53e1dee-4985-4b9c-b230-6667b9da4ec0)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_6_nvidia_gpus.mp4)\n- Lecture 7: Conditional Language Models\n    - [Slide](slides/Lectures-7-Conditional-Language-Models.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=49b356f4-567c-471a-82b9-99efee068779)\n    - Download Video\n- Lecture 8: Generating Language with Attention\n    - [Slide](slides/Lectures-8-Generating-Language-with-Attention.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=76125f64-f650-43ff-ba61-13e775c599dd)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_8_conditional_lang_mod_att.mp4)\n- Lecture 9: Speech Recognition (ASR)\n    - [Slide](slides/Lectures-9-Speech-Recognition.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=790fad4d-fc9b-48e8-bd6c-d5efd9eb6663)\n    - Download Video\n- Lecture 10: Text to Speech\n    - [Slide](slides/Lectures-10-Text-To-Speech.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=0c1890bd-1ef6-4d32-b7e1-b43bf76b3dc8)\n    - Download Video\n- Lecture 11: Question Answering\n    - [Slide](slides/Lectures-11-Question-Answering.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=94b57073-c01e-4bb5-8e34-57a8b600b140)\n    - Download Video\n- Lecture 12: Memory\n    - [Slide](slides/Lectures-12-Memory.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=84905060-007e-4710-86de-7e1b557a80e7)\n    - Download Video\n- Lecture 13: Linguistic Knowledge in Neural Networks\n    - [Slide](Lectures-13-Linguistics.pdf)\n    - [Watch Video](https://ox.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=78e96cab-8b93-410e-95c3-70ece41a6bcd)\n    - [Download Video](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_13_linguistic_knowledge_neural.mp4)\n\n[More Resource recommended from Official oxford-cs-deepnlp-2017](READING.md)\n\n## Practicals\n- [Practical1 - word2vec](practicals/practical1)\n- [Practical2 - Text Classification](practicals/practical2)\n- [Practical3 - Text Classification with RNNs](practicals/practical3)\n- [Practical4 - Open Practical](practicals/practical4)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhienduyph%2Foxford-deepnlp-2017","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhienduyph%2Foxford-deepnlp-2017","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhienduyph%2Foxford-deepnlp-2017/lists"}