{"id":13701778,"url":"https://github.com/deeppavlov/dp_tutorials","last_synced_at":"2025-04-22T04:32:22.091Z","repository":{"id":83450945,"uuid":"194572598","full_name":"deeppavlov/dp_tutorials","owner":"deeppavlov","description":null,"archived":false,"fork":false,"pushed_at":"2019-08-19T09:02:04.000Z","size":1766,"stargazers_count":31,"open_issues_count":1,"forks_count":15,"subscribers_count":7,"default_branch":"master","last_synced_at":"2024-08-04T03:02:04.902Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/deeppavlov.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}},"created_at":"2019-06-30T23:59:41.000Z","updated_at":"2024-08-04T03:02:04.903Z","dependencies_parsed_at":"2023-06-18T07:45:20.232Z","dependency_job_id":null,"html_url":"https://github.com/deeppavlov/dp_tutorials","commit_stats":null,"previous_names":["deepmipt/dp_tutorials"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fdp_tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fdp_tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fdp_tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fdp_tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/deeppavlov","download_url":"https://codeload.github.com/deeppavlov/dp_tutorials/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223888420,"owners_count":17220083,"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":"2024-08-02T20:01:57.611Z","updated_at":"2024-11-09T22:07:14.403Z","avatar_url":"https://github.com/deeppavlov.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# DeepPavlov tutorials\n\n* [DeepPavlov: Sentence Classification with Word Embeddings](https://colab.research.google.com/github/deepmipt/dp_tutorials/blob/master/Tutorial_1_Sentence_classification_with_word_embeddings.ipynb)\n\n* [DeepPavlov: Transfer Learning with BERT. Classification, Tagging, QA, Zero-shot transfer to 103 languages](http://colab.research.google.com/github/deepmipt/dp_tutorials/blob/master/Tutorial_2_DeepPavlov_BERT_transfer_learning.ipynb)\n\n* [DeepPavlov: Hybrid Bot](https://colab.research.google.com/github/deepmipt/dp_tutorials/blob/master/Tutorial_3_Hybrid_bot.ipynb)\n\n* [How to solve NLP tasks with DeepPavlov using BERT-based models](https://colab.research.google.com/github/deepmipt/dp_tutorials/blob/master/Tutorial_RAAI_Summer_School.ipynb)\n\n* [DeepPavlov: Классификация текстов с использованием векторных представлений](https://colab.research.google.com/github/deepmipt/dp_tutorials/blob/master/russian_tutorials/Tutorial_1_RU_%D0%9A%D0%BB%D0%B0%D1%81%D1%81%D0%B8%D1%84%D0%B8%D0%BA%D0%B0%D1%86%D0%B8%D1%8F_%D1%82%D0%B5%D0%BA%D1%81%D1%82%D0%BE%D0%B2.ipynb)\n\n* [Классификатор на основе BERT архитектуры](https://colab.research.google.com/github/deepmipt/dp_tutorials/blob/master/russian_tutorials/Tutorial_3_RU_Fine_tuning_BERT_classifier.ipynb)\n\n# DeepPavlov slides\n\n* [Introduction to Neural Networks for NLP. Word Embeddings](https://docs.google.com/presentation/d/1JkYNMlyZsN4PyDipMfnZLg_99JpLrAgSGDsjAMHHkEQ/edit?usp=sharing)\n* [Advanced Topics in NLP: Unsupervised Pre-training, Transfer Learning](https://docs.google.com/presentation/d/1BQW4MfammNmD7LVTcxLSQxNGBjQBed7aZ_imAFJsqnU/edit?usp=sharing)\n* [Goal-oriented Dialog\n  Systems](https://docs.google.com/presentation/d/1TbGHJJf7HgGWKnNY8U08_oVE23KwKSr0iiNVb95vtU0/edit?usp=sharing)\n\n* [NLP tasks with DeepPavlov](https://docs.google.com/presentation/d/1GWffYmOi6VjqrkFdXo3gb8GbWBML1k3ECkfvPEg_NYQ/edit?usp=sharing)\n\n* [Векторные представления текстов. Классификация текстов](https://docs.google.com/presentation/d/1zfalXzzWyl4Xpd6DIbdDOaIeghfZnLh0mRAyVelGLGM/edit?usp=sharing)\n\n* [Архитектуры на основе attention. Contextulaized embeddings](https://docs.google.com/presentation/d/1kAUxbURxDhuxT2vT9tyEsO_mzrJutbLet5OhkCMtUpg/edit?usp=sharing)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeeppavlov%2Fdp_tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeeppavlov%2Fdp_tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeeppavlov%2Fdp_tutorials/lists"}