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73–96 of 106 · Most stars

A hyperparameter optimization framework, inspired by Optuna.

  • bayesian-optimization
  • bandit-algorithms
  • evolution-strategies
  • blackbox-optimization

Elixir library that provides macros which allow you to encapsulate business logic and validate incoming parameters with predefined contract.

  • elixir
  • coercion
  • ddd
  • operation-invocation

Legend of Elya — N64 game with a real 6.36M-parameter ternary transformer on the VR4300 MIPS III CPU. Zelda-style dungeon, AI NPCs, byte-level inference at 1.23 tok/s scalar / 2.19 tok/s on the RSP overlay (measured under ares, never on silicon). Built with libdragon.

F# type providers to support statically typed access to input parameters and result set of sql statement in idiomatic F# way. Data modifications via statically typed tables.

Decorator which checks whether the function is called with the correct type of parameters.

  • python
  • type-checking
  • runtime-checking
  • typechecking

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

  • hyperopt
  • hyperparameter-optimization
  • hyperparameter-tuning
  • hyperparameters-optimization

Go module for encoding structs into URL query parameters

  • go
  • querystring
  • form
  • form-data

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

Wraps the aws-sdk-go and hides the complexity of dealing with the not so Go friendly AWS SDK.

  • aws
  • golang
  • parameter-store
  • ssm

HbbPlayer is HbbTV application which can playback media by using url of media as parameter. It conforms to W3C and HbbTV specification.