{"id":18806931,"url":"https://github.com/buma/kaggle-gender-prediction","last_synced_at":"2026-01-08T21:30:20.310Z","repository":{"id":14821459,"uuid":"9293658","full_name":"buma/kaggle-gender-prediction","owner":"buma","description":"My submission to Kaggle gender prediction competition","archived":false,"fork":false,"pushed_at":"2022-09-30T18:32:33.000Z","size":20,"stargazers_count":2,"open_issues_count":4,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-29T21:28:20.390Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/buma.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}},"created_at":"2013-04-08T10:06:24.000Z","updated_at":"2020-12-18T16:21:17.000Z","dependencies_parsed_at":"2023-01-11T18:54:40.574Z","dependency_job_id":null,"html_url":"https://github.com/buma/kaggle-gender-prediction","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/buma%2Fkaggle-gender-prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buma%2Fkaggle-gender-prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buma%2Fkaggle-gender-prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/buma%2Fkaggle-gender-prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/buma","download_url":"https://codeload.github.com/buma/kaggle-gender-prediction/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239742416,"owners_count":19689309,"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":"2024-11-07T22:50:02.721Z","updated_at":"2026-01-08T21:30:19.988Z","avatar_url":"https://github.com/buma.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Kaggle - ICDAR2013 - Gender Prediction from Handwriting\n\nI competed in another Kaggle competition called [Gender Prediction from handwriting](https://www.kaggle.com/c/icdar2013-gender-prediction-from-handwriting). Goal of the competition was to detect gender of a writer based on a writing style. \n\nError metric is [LogLoss](https://www.kaggle.com/wiki/LogarithmicLoss).\n\n## Models\nFor this competition I tried many different models, but didn't submit a result, because no model was better then benchmark.\n\nI played with [Ramp](https://github.com/kvh/ramp), (please use my clone with Fixes for some things, for this code).\nIt is very nice to work with, model testing is much faster.\n\nI also tried [Spearmint](https://github.com/JasperSnoek/spearmint) for parameter optimization but got only numpy errors when I ran it.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbuma%2Fkaggle-gender-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbuma%2Fkaggle-gender-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbuma%2Fkaggle-gender-prediction/lists"}