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rknssang's Projects

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

dtqn icon dtqn

Deep Transformer Q-Networks for Partially Observable Reinforcement Learning

edmd icon edmd

Extended dynamic mode decomposition with python

keedmd icon keedmd

Repository for construction of Koopman eigenfunctions for unknown dynamical systems and identification of a lifted state-space model using Koopman Eigenfunction Extended Dynamic Mode Decomposition (KEEDMD).

machine-learning-is-all-you-need icon machine-learning-is-all-you-need

πŸ”₯πŸŒŸγ€ŠMachine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!πŸ’ͺ This repository is ALL You Need!

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

pytorch-transfomer icon pytorch-transfomer

My implementation of the transformer architecture from the Attention is All you need paper applied to time series.

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