diff --git a/_config.yml b/_config.yml index 09fdcf5..c9e17b7 100755 --- a/_config.yml +++ b/_config.yml @@ -1,4 +1,4 @@ -last_updated: April 6, 2024 +last_updated: May 5, 2024 title: Kaggle Solutions description: Kaggle Solutions and Ideas by Farid Rashidi baseurl: '/kaggle-solutions' diff --git a/_data/competitions.yml b/_data/competitions.yml index 4c10130..8ca9cb1 100644 --- a/_data/competitions.yml +++ b/_data/competitions.yml @@ -1,4 +1,296 @@ competitions: + - number: '606' + title: 'Playground Series - Season 4, Episode 4' + desc: 'Regression with an Abalone Dataset' + kind: 'Playground' + prize: 'Swag' + team: '2,606' + metric: 'Mean Squared Log Error' + link: 'https://www.kaggle.com/c/playground-series-s4e4' + image: '/kaggle-solutions/assets/logos/72489.png' + year: '2024' + isHot: 'false' + done: 'true' + solutions: + - rank: '1' + link: 'https://www.kaggle.com/competitions/playground-series-s4e4/discussion/499174' + kind: 'description' + - rank: '2' + link: 'https://www.kaggle.com/competitions/playground-series-s4e4/discussion/499698' + kind: 'description' + - rank: '3' + link: 'https://www.kaggle.com/competitions/playground-series-s4e4/discussion/499747' + kind: 'description' + - rank: '4' + link: 'https://www.kaggle.com/competitions/playground-series-s4e4/discussion/499341' + kind: 'description' + - rank: '5' + link: 'https://www.kaggle.com/competitions/playground-series-s4e4/discussion/499204' + kind: 'description' + - rank: '8' + link: 'https://www.kaggle.com/competitions/playground-series-s4e4/discussion/499258' + kind: 'description' + - number: '605' + title: 'Enefit - Predict Energy Behavior of Prosumers' + desc: 'Predict Prosumer Energy Patterns and Minimize Imbalance Costs.' + kind: 'Featured' + prize: '$50,000' + team: '2,731' + metric: 'Mean Absolute Error' + link: 'https://www.kaggle.com/c/predict-energy-behavior-of-prosumers' + image: '/kaggle-solutions/assets/logos/57236.png' + year: '2024' + isHot: 'false' + done: 'true' + solutions: + - rank: '1' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/472793' + kind: 'description' + - rank: '5' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/499938' + kind: 'description' + - rank: '6' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/499397' + kind: 'description' + - rank: '7' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/499649' + kind: 'description' + - rank: '11' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/472537' + kind: 'description' + - rank: '13' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/499364' + kind: 'description' + - rank: '26' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/499475' + kind: 'description' + - rank: '37' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/499358' + kind: 'description' + - rank: '39' + link: 'https://www.kaggle.com/competitions/predict-energy-behavior-of-prosumers/discussion/472598' + kind: 'description' + - number: '604' + title: 'The Learning Agency Lab - PII Data Detection' + desc: 'Develop automated techniques to detect and remove PII from educational data.' + kind: 'Featured' + prize: '$60,000' + team: '2,048' + metric: 'TLAL_F_beta' + link: 'https://www.kaggle.com/c/pii-detection-removal-from-educational-data' + image: '/kaggle-solutions/assets/logos/66653.png' + year: '2024' + isHot: 'false' + done: 'true' + solutions: + - rank: '1' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497374' + kind: 'description' + - rank: '2' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497352' + kind: 'description' + - rank: '3' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497482' + kind: 'description' + - rank: '4' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497367' + kind: 'description' + - rank: '5' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497306' + kind: 'description' + - rank: '6' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/498304' + kind: 'description' + - rank: '7' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497310' + kind: 'description' + - rank: '9' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497177' + kind: 'description' + - rank: '12' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/498130' + kind: 'description' + - rank: '13' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497371' + kind: 'description' + - rank: '14' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497968' + kind: 'description' + - rank: '21' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497258' + kind: 'description' + - rank: '22' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497180' + kind: 'description' + - rank: '25' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497220' + kind: 'description' + - rank: '29' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497187' + kind: 'description' + - rank: '37' + link: 'https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/497293' + kind: 'description' + - number: '603' + title: 'LLM Prompt Recovery' + desc: 'Recover the prompt used to transform a given text' + kind: 'Featured' + prize: '$200,000' + team: '2,175' + metric: 'LLM Nerd-Off Sharpened Cosine Similarity' + link: 'https://www.kaggle.com/c/llm-prompt-recovery' + image: '/kaggle-solutions/assets/logos/67121.png' + year: '2024' + isHot: 'false' + done: 'true' + solutions: + - rank: '1' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494343' + kind: 'description' + - rank: '2' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494497' + kind: 'description' + - rank: '3' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494621' + kind: 'description' + - rank: '4' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494362' + kind: 'description' + - rank: '5' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/499079' + kind: 'description' + - rank: '6' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494755' + kind: 'description' + - rank: '7' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494650' + kind: 'description' + - rank: '10' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494689' + kind: 'description' + - rank: '12' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494526' + kind: 'description' + - rank: '19' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494536' + kind: 'description' + - rank: '42' + link: 'https://www.kaggle.com/competitions/llm-prompt-recovery/discussion/494641' + kind: 'description' + - number: '602' + title: 'Google – AI Assistants for Data Tasks with Gemma' + desc: 'Build tools to assist Kaggle developers' + kind: 'Analytics' + prize: '$50,000' + team: '0' + metric: '-' + link: 'https://www.kaggle.com/c/data-assistants-with-gemma' + image: '/kaggle-solutions/assets/logos/64148.png' + year: '2024' + isHot: 'false' + done: 'false' + solutions: + - number: '601' + title: 'March Machine Learning Mania 2024' + desc: 'Forecast the 2024 College Basketball Tournaments' + kind: 'Featured' + prize: '$50,000' + team: '820' + metric: 'Average Brier Bracket Score' + link: 'https://www.kaggle.com/c/march-machine-learning-mania-2024' + image: '/kaggle-solutions/assets/logos/70068.png' + year: '2024' + isHot: 'false' + done: 'true' + solutions: + - rank: '1' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/493793' + kind: 'description' + - rank: '2' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/492761' + kind: 'description' + - rank: '3' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/495101' + kind: 'description' + - rank: '4' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/494407' + kind: 'description' + - rank: '5' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/497162' + kind: 'description' + - rank: '6' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/497514' + kind: 'description' + - rank: '7' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/493841' + kind: 'description' + - rank: '8' + link: 'https://www.kaggle.com/competitions/march-machine-learning-mania-2024/discussion/493041' + kind: 'description' + - number: '600' + title: 'HMS - Harmful Brain Activity Classification ' + desc: 'Classify seizures and other patterns of harmful brain activity in critically ill patients' + kind: 'Research' + prize: '$50,000' + team: '2,767' + metric: 'Kullback Leibler Divergence' + link: 'https://www.kaggle.com/c/hms-harmful-brain-activity-classification' + image: '/kaggle-solutions/assets/logos/59093.png' + year: '2024' + isHot: 'false' + done: 'true' + solutions: + - rank: '1' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492560' + kind: 'description' + - rank: '2' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492254' + kind: 'description' + - rank: '3' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492471' + kind: 'description' + - rank: '4' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492240' + kind: 'description' + - rank: '5' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492652' + kind: 'description' + - rank: '6' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492619' + kind: 'description' + - rank: '7' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492281' + kind: 'description' + - rank: '8' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492482' + kind: 'description' + - rank: '9' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492429' + kind: 'description' + - rank: '10' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492207' + kind: 'description' + - rank: '11' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492301' + kind: 'description' + - rank: '12' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492603' + kind: 'description' + - rank: '14' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/493093' + kind: 'description' + - rank: '15' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492193' + kind: 'description' + - rank: '16' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492251' + kind: 'description' + - rank: '30' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492211' + kind: 'description' + - rank: '38' + link: 'https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492234' + kind: 'description' - number: '599' title: 'Playground Series - Season 4, Episode 3' desc: 'Steel Plate Defect Prediction' @@ -6,17 +298,17 @@ competitions: prize: 'Swag' team: '2,199' metric: 'Mean Columnwise Area Under Receiver Operating Characteristic Curve' - link: 'https://www.kaggle.com/competitions/playground-series-s4e3' + link: 'https://www.kaggle.com/c/playground-series-s4e3' image: '/kaggle-solutions/assets/logos/68699.png' year: '2024' isHot: 'false' done: 'true' solutions: - rank: '2' - link: 'https://www.kaggle.com/competitions/playground-series-s4e3/discussion/488106' + link: 'https://www.kaggle.com/c/playground-series-s4e3/discussion/488106' kind: 'description' - rank: '3' - link: 'https://www.kaggle.com/competitions/playground-series-s4e3/discussion/488127' + link: 'https://www.kaggle.com/c/playground-series-s4e3/discussion/488127' kind: 'description' - number: '598' title: 'Optiver - Trading at the Close' @@ -25,23 +317,26 @@ competitions: prize: '$100,000' team: '4,436' metric: 'Mean Columnwise Mean Absolute Error' - link: 'https://www.kaggle.com/competitions/optiver-trading-at-the-close' + link: 'https://www.kaggle.com/c/optiver-trading-at-the-close' image: '/kaggle-solutions/assets/logos/OPT_Listing_Animated_4.gif' year: '2024' isHot: 'false' done: 'true' solutions: - rank: '1' - link: 'https://www.kaggle.com/competitions/optiver-trading-at-the-close/discussion/487446' + link: 'https://www.kaggle.com/c/optiver-trading-at-the-close/discussion/487446' kind: 'description' + - rank: '7' + link: 'https://github.com/nimashahbazi/optiver-trading-close?tab=readme-ov-file' + kind: 'code' - rank: '9' - link: 'https://www.kaggle.com/competitions/optiver-trading-at-the-close/discussion/486868' + link: 'https://www.kaggle.com/c/optiver-trading-at-the-close/discussion/486868' kind: 'description' - rank: '14' - link: 'https://www.kaggle.com/competitions/optiver-trading-at-the-close/discussion/462653' + link: 'https://www.kaggle.com/c/optiver-trading-at-the-close/discussion/462653' kind: 'description' - rank: '15' - link: 'https://www.kaggle.com/competitions/optiver-trading-at-the-close/discussion/486086' + link: 'https://www.kaggle.com/c/optiver-trading-at-the-close/discussion/486086' kind: 'description' - number: '597' title: 'Playground Series - Season 4, Episode 2' diff --git a/assets/logos/57236.png b/assets/logos/57236.png new file mode 100644 index 0000000..34626d1 Binary files /dev/null and b/assets/logos/57236.png differ diff --git a/assets/logos/59093.png b/assets/logos/59093.png new file mode 100644 index 0000000..982888c Binary files /dev/null and b/assets/logos/59093.png differ diff --git a/assets/logos/64148.png b/assets/logos/64148.png new file mode 100644 index 0000000..f10846b Binary files /dev/null and b/assets/logos/64148.png differ diff --git a/assets/logos/66653.png b/assets/logos/66653.png new file mode 100644 index 0000000..a9140f3 Binary files /dev/null and b/assets/logos/66653.png differ diff --git a/assets/logos/67121.png b/assets/logos/67121.png new file mode 100644 index 0000000..cf0350d Binary files /dev/null and b/assets/logos/67121.png differ diff --git a/assets/logos/70068.png b/assets/logos/70068.png new file mode 100644 index 0000000..d804fe2 Binary files /dev/null and b/assets/logos/70068.png differ diff --git a/assets/logos/72489.png b/assets/logos/72489.png new file mode 100644 index 0000000..43dcf71 Binary files /dev/null and b/assets/logos/72489.png differ