Ceshine's open-sourced ML competition solutions CV Video classification 7th place solution to The 3rd YouTube-8M Video Understanding Challenge Image classification TPU-Ready TF 2.1 Solution to Bengali.AI Handwritten Grapheme Classification iMet Collection 2019 - FGVC6(PyTorch solution) Object detection PyTorch EfficientDet Solution for Global Wheat Detection Challenge NLP TPU-Ready TF 2.1 Solution to Google QUEST Q&A Labeling using Siamese RoBERTa Encoder Model Jigsaw Toxic 2019 Solution(PyTorch) Forecasting (Simplified) Solution to Favorita Competition (Simplified) Solution to Recruit Competition (2018) KDD CUP of Fresh Air(2018) Others Google Research Football with Manchester City F.C. Predicting Insurance Policy Renewals (TBrain - 客戶續約金額預測) Instacart Market Basket Analysis Competition Solution to HackerRank WalmartLabs Codesprint (Machine Learning)