Software

Games and sequential decision making under uncertainty

Supervised learning

Optimization / bandits

  • OOR, Optimistic Optimization in R
  • KernelUCB, Kernel UCB: kernelised version for contextual linear bandits
  • SOO, Simultaneous Optimistic Optimization
  • StoSOO, Stochastic Simultaneous Optimistic Optimization
  • Yet an other StoSOO (in C)
  • POO, Parallel Optimistic Optimization

Markov decision processes

  • BAC Bayesian Actor-Critic Algorithm
  • OP Optimistic Planning for MDPs

Sketching

  • SQUEAK: Distributed adaptive sampling for kernel matrix approximation

Sampling

  • DPPy: Sampling Determinantal Point Processes with Python

Misc.

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