KAGGLE COMPETITIONS

• University of Liverpool - Ion Switching
  • University of Liverpool (Institute of Ageing and Chronic Disease Research)
  • 38 / 2618 (top 1.5%)
  • Keywords: ElectroPhysiological Signal Data, Time-Series, 1dCNN + LSTM, Ordinal Classification, WaveNet, TensorFlow
  • [ Approach ] [ Code ] [ Link ]

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• SETI Breakthrough Listen - E.T. Signal Search
  • UC Berkeley (SETI Research Center)
  • 27 / 768
  • Keywords: Computer Vision, Signal Processing, Binary Classification, CNN, MixUp, Knowledge Distillation, Transfer Learning, TensorFlow
  • [ Approach ] [ Code ] [ Link ]

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• TReNDS Neuroimaging
  • GSU/TReNDS
  • 42 / 1047
  • Keywords : High Dimensional Tabular data, Multi Target Regression, Robust Linear Models, scikit-learn
  • [ Approach ] [ Code ] [ Link ]

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• Mechanisms of Action (MoA) Prediction
  • Laboratory for Innovation Science at Harvard
  • 62 / 4373 (top 1.5%)
  • Keywords : Pharmacology, High Cardinality Multi-Label Classification, Ensemble Learning, PyTorch & TensorFlow
  • [ Approach ] [ Code ] [ Link ]

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• OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
  • Stanford University (DAS Labs)
  • 64 / 1636
  • Keywords : Molecular Structure Data (Graph), Graph Convolution Networks, Transformer
  • [ Approach ] [ Code ] [ Link ]

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• Shopee - Price Match Guarantee
  • Shopee
  • 114 / 2426
  • Keywords : Similarity Identification, E-Commerce Image and Text Data, Semi-Supervised, BERT and CNN with ArcFace, Clustering Analysis
  • [ Approach ] [ Code ] [ Link ]

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• Motion Prediction for Autonomous Vehicles
  • Lyft (Level 5)
  • 56 / 935
  • Keywords : Computer Vision, Lidar Data, Rasterized Image, CNN with Time Dimension, Time Series, Iteration based Trainning, PyTorch
  • [ Approach ] [ Code ] [ Link ]

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• Halite by Two Sigma
  • Two Sigma
  • 65 / 1139
  • Keywords : Reinforcement Learning
  • [ Approach ] [ Code ] [ Link ]

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• RSNA STR Pulmonary Embolism Detection
  • Radiological Society of North America
  • 69 / 784
  • Keywords : Chest CT Scans, Computer Vision,
  • [ Approach ] [ Code ] [ Link ]

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