{"id":13615904,"url":"https://github.com/ben74/IAMachineLearning","last_synced_at":"2025-04-14T00:31:24.007Z","repository":{"id":111441111,"uuid":"311908731","full_name":"ben74/IAMachineLearning","owner":"ben74","description":"MachineLearning problems and resolutions","archived":false,"fork":false,"pushed_at":"2020-12-17T16:14:51.000Z","size":7413,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-08-02T20:47:37.113Z","etag":null,"topics":["artificial-intelligence","artificial-intelligence-algorithms","artificial-neural-networks","machine-learning","machine-learning-algorithms","machinelearning"],"latest_commit_sha":null,"homepage":"https://alptech.dev?ln","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/ben74.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}},"created_at":"2020-11-11T08:31:43.000Z","updated_at":"2020-12-17T16:14:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"a8a8b97b-a92b-462d-8e9c-918454245f9d","html_url":"https://github.com/ben74/IAMachineLearning","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/ben74%2FIAMachineLearning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ben74%2FIAMachineLearning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ben74%2FIAMachineLearning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ben74%2FIAMachineLearning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ben74","download_url":"https://codeload.github.com/ben74/IAMachineLearning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223611604,"owners_count":17173474,"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":["artificial-intelligence","artificial-intelligence-algorithms","artificial-neural-networks","machine-learning","machine-learning-algorithms","machinelearning"],"created_at":"2024-08-01T20:01:20.203Z","updated_at":"2024-11-08T00:30:20.634Z","avatar_url":"https://github.com/ben74.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"\u003ca target='_blank' href='https://alptech.dev?ln'\u003e\u003cimg src='https://i.snipboard.io/IegZLA.jpg'/\u003e\u003c/a\u003e\n# MachineLearning\n---\n- Machine Learning problems and resolution .. implementing various machine learning models : from simple linear regression to complex neural networks in order to predict discrete or continuous variables ..\n---\nHere are the quick notebook links if you don't have time to quick-dive into the code : \n- \u003ca target='_blank' href='https://colab.research.google.com/drive/1eZWroiH3YneCaci2ccJQ9C4mfx-Bb7nM#Seattle'\u003eSeattle building GHG / Electricy predictor (from LogReg to Neural Networks)\u003c/a\u003e\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/10p5Up7aAHBMKm-igZDyAr2ApIIpyo6an'\u003eStack Overflow tags prediction (LDA..)\u003c/a\u003e\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/1c3cso_6v1KPEru4tYa39-EmgqBETUAkb'\u003eNlp Toxic Comment predictor (using 2020 SOTA XLM-Roberta on TPUs)\u003c/a\u003e\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/1Ga_exbb-d0Dfv_5TsZBIBrIPmtRHbb_M'\u003eOpenCv Ffmpeg Lightning Bolt Extractor\u003c/a\u003e\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/1_lPqbhISAEIXtm2erZsqLT1Vw16Idiq1'\u003ePuppies : Neural Network Dog Breed Classifier\u003c/a\u003e\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/12_CkA87PaM5kf2Q8tZoxFcvpI0QVOdU_'\u003eComparing various NLP models against classic LogReg Classifier\u003c/a\u003e\n\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/1MHLU2KiT6F6zGhrDcELVTW6XOEKB3oQe'\u003eData science / visualisation / Open Food Facts Eda\u003c/a\u003e\n- \u003ca target='_blank' href='https://colab.research.google.com/drive/1YJDuB0-DWAYrkpnOKSXQQg0rEbejJ43-'\u003eEcommerce Customers Eda and Clustering (PCA,TSNE,Multi-dimensional Plotting)\u003c/a\u003e\n---\nPlease also checkout other data science / production ready machine learning topics :\n- \u003ca target='_blank' href='https://github.com/ben74/nlp_toxic_predictor'\u003eNlp toxic comment predictor\u003c/a\u003e\n- \u003ca target='_blank' href='https://github.com/ben74/stackoverflow_tagprediction#Cassandra'\u003eCassandra : predicting Stack Overflow Tags for given question\u003c/a\u003e\n- \u003ca target='_blank' href='https://github.com/ben74/resnetDogsBreedsClassifier'\u003ePuppies : Neural Network Dog Breed Classifier\u003c/a\u003e\n- \u003ca target='_blank' href='https://github.com/ben74/xlnet_poc'\u003eXlnet vs Logistic Classifier comparison\u003c/a\u003e\n---\n\u003ca target='a' href='https://colab.research.google.com/drive/1eZWroiH3YneCaci2ccJQ9C4mfx-Bb7nM#Seattle'\u003e\u003cimg src='https://i.snipboard.io/MGbyzf.jpg'/\u003e =\u003e No time to read the code ? Wanna quick dive into the rabbit nest ? Click here for the global preview\u003c/a\u003e\n---\n\n![visitors](https://visitor-badge.glitch.me/badge?page_id=gh:IAMachineLearning)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fben74%2FIAMachineLearning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fben74%2FIAMachineLearning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fben74%2FIAMachineLearning/lists"}