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 ]

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 ]

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

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 ]

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 ]

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 ]

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 ]

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

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