{"id":27039993,"url":"https://github.com/rimkomatic/web-service-classification-using-cnn","last_synced_at":"2025-10-19T15:56:27.898Z","repository":{"id":286177441,"uuid":"960602014","full_name":"Rimkomatic/Web-Service-Classification-using-CNN","owner":"Rimkomatic","description":"Long Tailed Service Classification using CNN with 75.76% accuracy ","archived":false,"fork":false,"pushed_at":"2025-04-04T20:24:28.000Z","size":5087,"stargazers_count":3,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-10T22:48:33.515Z","etag":null,"topics":["cnn","cnn-classification","lstm","lstm-neural-networks","machine-learning","natural-language-processing","nlp-machine-learning","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Rimkomatic.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":"2025-04-04T18:07:08.000Z","updated_at":"2025-04-04T20:24:31.000Z","dependencies_parsed_at":"2025-04-09T18:42:14.242Z","dependency_job_id":"86609f3f-8da4-4868-a658-4457c2198d04","html_url":"https://github.com/Rimkomatic/Web-Service-Classification-using-CNN","commit_stats":null,"previous_names":["rimkomatic/web-service-classification-using-cnn"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Rimkomatic/Web-Service-Classification-using-CNN","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rimkomatic%2FWeb-Service-Classification-using-CNN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rimkomatic%2FWeb-Service-Classification-using-CNN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rimkomatic%2FWeb-Service-Classification-using-CNN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rimkomatic%2FWeb-Service-Classification-using-CNN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Rimkomatic","download_url":"https://codeload.github.com/Rimkomatic/Web-Service-Classification-using-CNN/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rimkomatic%2FWeb-Service-Classification-using-CNN/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263480899,"owners_count":23473165,"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":["cnn","cnn-classification","lstm","lstm-neural-networks","machine-learning","natural-language-processing","nlp-machine-learning","pytorch"],"created_at":"2025-04-05T03:27:30.484Z","updated_at":"2025-10-19T15:56:27.836Z","avatar_url":"https://github.com/Rimkomatic.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🌐 Web Service Classification using CNN\n\nThis project demonstrates the use of a Convolutional Neural Network (CNN) for classifying web services based on their WSDL files. The data is processed and transformed to train a deep learning model that can predict the service category.\n\n---\n\n## 🧠 Model Overview\n\nA 1D Convolutional Neural Network (CNN) is used to classify the WSDL files into different web service categories. The model is trained on preprocessed data represented as numerical vectors.\n\n---\n\n## 📁 Project Structure\n\n```\nWeb-Service-Classification-using-CNN/\n│\n├── input\n    ├──  programmable-web                   # Dataset\n├── main.py                               # Python File\n├── requirements.txt                      # Dependencies\n└── README.md                             # Project overview\n```\n\n---\n\n## 📦 Requirements\n\nInstall dependencies with:\n\n```bash\npip install -r requirements.txt\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frimkomatic%2Fweb-service-classification-using-cnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frimkomatic%2Fweb-service-classification-using-cnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frimkomatic%2Fweb-service-classification-using-cnn/lists"}