{"id":17132067,"url":"https://github.com/dayyass/pytorch-tutorials","last_synced_at":"2025-04-13T07:55:39.543Z","repository":{"id":56247302,"uuid":"312780607","full_name":"dayyass/pytorch-tutorials","owner":"dayyass","description":"Different Deep Learning tasks solved using PyTorch models.","archived":false,"fork":false,"pushed_at":"2022-08-31T19:52:46.000Z","size":19,"stargazers_count":8,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-13T07:55:33.254Z","etag":null,"topics":["computer-vision","convolutional-neural-networks","deeplearning","natural-language-processing","pytorch","reccurent-neural-networks","reinforcement-learning","transformers"],"latest_commit_sha":null,"homepage":"https://dayyass.github.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dayyass.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-11-14T08:58:17.000Z","updated_at":"2025-03-24T22:44:13.000Z","dependencies_parsed_at":"2022-08-15T15:20:53.432Z","dependency_job_id":null,"html_url":"https://github.com/dayyass/pytorch-tutorials","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/dayyass%2Fpytorch-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fpytorch-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fpytorch-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fpytorch-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dayyass","download_url":"https://codeload.github.com/dayyass/pytorch-tutorials/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248681491,"owners_count":21144700,"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":["computer-vision","convolutional-neural-networks","deeplearning","natural-language-processing","pytorch","reccurent-neural-networks","reinforcement-learning","transformers"],"created_at":"2024-10-14T19:25:55.024Z","updated_at":"2025-04-13T07:55:39.521Z","avatar_url":"https://github.com/dayyass.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"### About\nDifferent Deep Learning tasks solved using PyTorch models.\n\n### Tasks / Models:\n#### Computer Vision:\n- [x] [Image Classification](tutorials/01_pytorch_lenet_mnist.py)\n- [ ] Semantic Segmentation\n- [ ] Object Detection\n- [x] [Style Transfer](https://github.com/dayyass/style_transfer)\n- [x] [Image Captioning](https://github.com/dayyass/image_captioning)\n#### Natural Language Processing\n- [ ] Word Embeddings\n- [x] [Text Classification](https://github.com/dayyass/text-classification-baseline)\n- [x] [Sequence Labeling](https://github.com/dayyass/pytorch_ner)\n- [x] [Language Modeling](https://github.com/dayyass/language_modeling)\n- [x] [Machine Translation](https://github.com/dayyass/neural_machine_translation)\n- [ ] Topic Modeling\n- [ ] Text Summarization\n#### Reinforcement Learning\n- [ ] Deep Q-Network (DQN)\n- [ ] Rainbow\n- [ ] Advantage Actor Critic (A2C)\n- [ ] Proximal Policy Optimization (PPO)\n#### Generative Models:\n- [ ] Variational Autoencoder (VAE)\n- [ ] Generative Adversarial Network (GAN)\n\n### Getting Started\n```\n# clone repo   \ngit clone https://github.com/dayyass/pytorch_tutorials.git\n\n# install dependencies   \ncd pytorch_tutorials\npip install -r requirements.txt\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdayyass%2Fpytorch-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdayyass%2Fpytorch-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdayyass%2Fpytorch-tutorials/lists"}