{"id":30113647,"url":"https://github.com/priom7/dl-nlp-python-study","last_synced_at":"2025-08-10T07:26:33.765Z","repository":{"id":301155281,"uuid":"1008333090","full_name":"Priom7/DL-NLP-Python-Study","owner":"Priom7","description":null,"archived":false,"fork":false,"pushed_at":"2025-07-09T12:40:09.000Z","size":36115,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-09T13:51:05.605Z","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/Priom7.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,"zenodo":null}},"created_at":"2025-06-25T11:35:59.000Z","updated_at":"2025-07-09T12:40:12.000Z","dependencies_parsed_at":"2025-07-09T14:03:09.059Z","dependency_job_id":null,"html_url":"https://github.com/Priom7/DL-NLP-Python-Study","commit_stats":null,"previous_names":["priom7/ml","priom7/dl-nlp-python-study"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Priom7/DL-NLP-Python-Study","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Priom7%2FDL-NLP-Python-Study","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Priom7%2FDL-NLP-Python-Study/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Priom7%2FDL-NLP-Python-Study/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Priom7%2FDL-NLP-Python-Study/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Priom7","download_url":"https://codeload.github.com/Priom7/DL-NLP-Python-Study/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Priom7%2FDL-NLP-Python-Study/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269692577,"owners_count":24460213,"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","status":"online","status_checked_at":"2025-08-10T02:00:08.965Z","response_time":71,"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":"2025-08-10T07:26:30.927Z","updated_at":"2025-08-10T07:26:33.745Z","avatar_url":"https://github.com/Priom7.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Generic Resources and Articles\n\n1. What is the Difference Between Test and Validation Datasets? : https://machinelearningmastery.com/difference-test-validation-datasets/\n2. Machine Learning Q and AI (By Sebastian Raschka. Free to read. Published by No Starch Press.\nCopyright © 2024-2025 by Sebastian Raschka.):  https://sebastianraschka.com/books/ml-q-and-ai/#table-of-contents\n3. Deep Learning Frameworks : https://developer.nvidia.com/deep-learning-frameworks\n4. Sequential API (The Sequential API has many useful built in functions designed for constructing neural networks) : https://docs.pytorch.org/docs/stable/generated/torch.nn.Sequential.html\n5. torchvision Library (The torchvision package consists of popular datasets, model architectures, and common image transformations for computer vision) : https://docs.pytorch.org/vision/stable/index.html\n6. Training, Validation and Test Sets: How To Split Machine Learning Data : https://kili-technology.com/training-data/training-validation-and-test-sets-how-to-split-machine-learning-data\n7. Transforms are a group of torchvision functions that can be used to transform a dataset : https://docs.pytorch.org/vision/stable/transforms.html\n8. Flatten (A Flatten used to convert n-dimensional data into a vector.) :https://docs.pytorch.org/docs/stable/generated/torch.nn.Flatten.html\n9. Basic Understanding of Neural Network Structure : https://medium.com/@sarita_68521/basic-understanding-of-neural-network-structure-eecc8f149a23\n10. Linear (This layer will be densely connected, meaning that each neuron in it, and its weights, will affect every neuron in the next layer.) : https://docs.pytorch.org/docs/stable/generated/torch.nn.Linear.html\n11. ReLU (Activation function, which in short, will help our network to learn how to make more sophisticated guesses about data than if it were required to make guesses based on some strictly linear function.\n\n): https://docs.pytorch.org/docs/stable/generated/torch.nn.ReLU.html\n\n### Others \n1. https://energy-based-transformers.github.io/","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpriom7%2Fdl-nlp-python-study","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpriom7%2Fdl-nlp-python-study","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpriom7%2Fdl-nlp-python-study/lists"}