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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
A collection of research papers on decision, classification and regression trees with implementations.
A curated list of community detection research papers with implementations.
A curated list of data mining papers about fraud detection.
A BERT model for scientific text.
A curated list of gradient boosting research papers with implementations.
A curated list of Monte Carlo tree search papers with implementations.
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.