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YTM 1.0.1 documentation

  • API Reference
  • Examples
  • API Reference
  • Examples

Section Navigation

  • Tsetlin Machine
    • ytm.tm.MultiClassTM
    • ytm.tm.MultiOutputTM
    • ytm.tm.BinaryTM
    • ytm.tm.RegressionTM
    • ytm.tm.config.TMConfig
    • ytm.tm.config.RegressionConfig
  • Loss-Guided TM
    • ytm.guided.MultiClassTM
    • ytm.guided.MultiOutputTM
    • ytm.guided.BinaryTM
    • ytm.guided.RegressionTM
    • ytm.guided.config.TMConfig
    • ytm.guided.config.ActFn
    • ytm.guided.config.FbSignal
    • ytm.guided.backends.act_loss.ActLoss
    • ytm.guided.backends.act_loss.SoftmaxCE
    • ytm.guided.backends.act_loss.SigmoidBCE
    • ytm.guided.backends.act_loss.MSE
    • ytm.guided.backends.act_loss.MAE
    • ytm.guided.backends.act_loss.Huber
    • ytm.guided.backends.act_loss.ASL
    • ytm.guided.backends.act_loss.SCE
    • ytm.guided.backends.act_loss.Tversky
    • ytm.guided.backends.act_loss.FocalBCE
    • ytm.guided.backends.act_loss.FocalCE
  • Utils
    • ytm.utils.Binarizer
    • ytm.utils.Profiler
    • ytm.utils.Timer
    • ytm.utils.print_table
    • ytm.utils.norm_asymmetric
  • Simple TM
    • ytm.simple.BaseTM
    • ytm.simple.MultiClassTM
    • ytm.simple.MultiOutputTM
    • ytm.simple.BinaryTM
    • ytm.simple.RegressionTM
  • Core
    • ytm._core.base.BaseTM
    • ytm._core.config.BaseTMConfig
    • ytm._core.config.Feedback
    • ytm._core.device_config.DeviceConfig
    • ytm._core.initializer.TAInit
    • ytm._core.initializer.ConstTAInit
    • ytm._core.initializer.UniformTAInit
    • ytm._core.initializer.SampleTAInit
    • ytm._core.info.ClauseInfo
    • ytm._core.config.enum_to_header
    • ytm._core.device_config.parse_device
    • ytm._core.device_config.split_device_kwargs
  • Backends
    • ytm._core.backends.base.BaseDevice
    • ytm._core.backends.cpu.CPUDevice
    • ytm._core.backends.cuda.CUDADevice
    • ytm._core.backends.cuda.Kernel
    • ytm._core.backends.cuda.Launcher
    • ytm._core.backends.buffers.FitBuffers
    • ytm._core.backends.buffers.PackedClauses
    • ytm._core.backends.toolchain.Toolchain
    • ytm._core.backends.toolchain.compiler_cmd
    • ytm.tm.backends.cpu.CPUDevice
    • ytm.tm.backends.cuda.CUDADevice
    • ytm.tm.backends.buffers.TMFitBuffers
    • ytm.guided.backends.cpu.CPUDevice
    • ytm.guided.backends.cuda.CUDADevice
    • ytm.guided.backends.buffers.GuidedFitBuffers
  • API Reference

API Reference#

  • Tsetlin Machine
  • Loss-Guided TM
  • Utils
  • Simple TM
  • Core
  • Backends

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