{"id":23692442,"url":"https://github.com/srineogi/deals-prediction-python","last_synced_at":"2026-04-16T03:32:16.701Z","repository":{"id":267608274,"uuid":"901769337","full_name":"SriNeogi/Deals-Prediction-Python","owner":"SriNeogi","description":"Binary Classification problem (Won = 1, Lost=0)","archived":false,"fork":false,"pushed_at":"2024-12-28T07:07:18.000Z","size":829,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-20T00:43:27.506Z","etag":null,"topics":["binaryclassification","classification","deals","decision-tree-classifier","deep-learning","deep-neural-networks","knn-classifier","machine-learning","python","random-forest-classifier","sckiit-learn","svm-classifier","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/SriNeogi.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":"2024-12-11T09:28:59.000Z","updated_at":"2024-12-28T07:07:22.000Z","dependencies_parsed_at":"2024-12-27T12:02:55.686Z","dependency_job_id":null,"html_url":"https://github.com/SriNeogi/Deals-Prediction-Python","commit_stats":null,"previous_names":["srineogi/visualization","srineogi/deals-dataset-analysis-python","srineogi/deals-prediction-python"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SriNeogi%2FDeals-Prediction-Python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SriNeogi%2FDeals-Prediction-Python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SriNeogi%2FDeals-Prediction-Python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SriNeogi%2FDeals-Prediction-Python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SriNeogi","download_url":"https://codeload.github.com/SriNeogi/Deals-Prediction-Python/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239758828,"owners_count":19692033,"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":["binaryclassification","classification","deals","decision-tree-classifier","deep-learning","deep-neural-networks","knn-classifier","machine-learning","python","random-forest-classifier","sckiit-learn","svm-classifier","tensorflow"],"created_at":"2024-12-30T03:27:50.700Z","updated_at":"2025-10-12T12:32:53.297Z","avatar_url":"https://github.com/SriNeogi.png","language":"Jupyter Notebook","readme":"# Visualization \u0026 Classification\nPlots were created using Seaborn,Panadas Plotting and Matplotlib.\n\nClassification was done using Deep Learning models (Sequential) in Tensorflow.\n\n# Dataset\nSample_Data_Deals2 containing 6 columns: OrderID, OrderQuantity, OrderValue, Country, Industry \u0026 Deal Status. The target variable for binary prediction is Deal Status (Won=1, Lost=0).\n\n# Libraries\n!pip install seaborn\n\n!pip install matplotlib\n\n!pip install pandas\n\n!pip install tensorflow\n\n# Contributing\nIf you'd like to contribute to this project, please open an issue or submit a pull request. Your contributions are greatly appreciated!\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsrineogi%2Fdeals-prediction-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsrineogi%2Fdeals-prediction-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsrineogi%2Fdeals-prediction-python/lists"}