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Merged
benikm91 merged 1 commit into from
Sep 27, 2026
Merged

Remove Conversion imports #11

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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/attention/Attention.scala
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package deepwit.attention

import dimwit.*
import dimwit.Conversions.given
import deepwit.activation.softmax
import deepwit.base.LinearLayer
import dimwit.Label as Λ
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/attention/AttentionScore.scala
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package deepwit.attention

import dimwit.*
import dimwit.Conversions.given
import dimwit.Label as Λ

/** Scores how strongly each target position attends to each source position, before masking. */
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/embedder/LearnedAbsolutePositionalInjector.scala
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package deepwit.embedder

import dimwit.*
import dimwit.Conversions.given
import dimwit.stats.{Normal, Uniform}
import dimwit.Label as Λ

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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/embedder/PositionalEncoding.scala
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package deepwit.embedder

import dimwit.*
import dimwit.Conversions.given
import dimwit.Label as Λ

object PositionalEncoding:
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/embedder/VocabularyEmbedder.scala
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package deepwit.embedder

import dimwit.*
import dimwit.Conversions.given
import dimwit.stats.Normal
import dimwit.stats.Uniform
import dimwit.Label as Λ
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/init/Initialization.scala
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package deepwit.init

import dimwit.*
import dimwit.Conversions.given
import dimwit.stats.Normal
import dimwit.stats.Uniform
import dimwit.Label as Λ
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/loss/CrossEntropy.scala
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package deepwit.loss

import dimwit.*
import dimwit.Conversions.given
import dimwit.Label as Λ

/** * Categorical (Multiclass) Cross Entropy Losses.
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/loss/Regression.scala
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package deepwit.loss

import dimwit.*
import dimwit.Conversions.given

object SquaredError:

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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/normalization/LayerNorm.scala
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package deepwit.normalization

import dimwit.*
import dimwit.Conversions.given
import dimwit.Label as Λ

import deepwit.{defaultEpsilon, unwrapEpsilon}
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/normalization/RMSNorm.scala
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package deepwit.normalization

import dimwit.*
import dimwit.Conversions.given
import dimwit.Label as Λ

import deepwit.{defaultEpsilon, unwrapEpsilon}
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/optimizer/LearningRateSchedule.scala
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package deepwit.optimizer

import dimwit.*
import dimwit.Conversions.given
import dimwit.optimizer.GradientOptimizer

case class LearningRateSchedulerState[P, State[_]](
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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/optimizer/package.scala
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package deepwit.optimizer

import dimwit.*
import dimwit.Conversions.given
import dimwit.TreeOf
import dimwit.TreeOf.{map, mapLeaves}

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1 change: 0 additions & 1 deletion core/src/main/scala/deepwit/regularization/Perturbation.scala
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package deepwit.regularization

import dimwit.*
import dimwit.Conversions.given
import dimwit.stats.Bernoulli
import dimwit.Label as Λ

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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/attention/AttentionSuite.scala
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Expand Up @@ -2,7 +2,6 @@ package deepwit.attention

import deepwit.*
import dimwit.*
import dimwit.Conversions.given
import org.scalatest.matchers.should.Matchers
import org.scalatest.funspec.AnyFunSpec

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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/init/InitializationSuite.scala
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Expand Up @@ -2,7 +2,6 @@ package deepwit.init

import deepwit.*
import dimwit.*
import dimwit.Conversions.given
import org.scalatest.matchers.should.Matchers
import org.scalatest.funspec.AnyFunSpec

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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/normalization/LayerNormSuite.scala
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Expand Up @@ -2,7 +2,6 @@ package deepwit.normalization

import deepwit.*
import dimwit.*
import dimwit.Conversions.given
import org.scalatest.matchers.should.Matchers
import org.scalatest.funspec.AnyFunSpec

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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/normalization/RMSNormSuite.scala
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Expand Up @@ -2,7 +2,6 @@ package deepwit.normalization

import deepwit.*
import dimwit.*
import dimwit.Conversions.given
import org.scalatest.matchers.should.Matchers
import org.scalatest.funspec.AnyFunSpec

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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/optimizer/GradientClippingSuite.scala
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Expand Up @@ -3,7 +3,6 @@ package deepwit.optimizer
import deepwit.*
import deepwit.base.AffineLayer
import dimwit.*
import dimwit.Conversions.given
import org.scalatest.matchers.should.Matchers
import org.scalatest.funspec.AnyFunSpec

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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/optimizer/LearningRateScheduleSuite.scala
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package deepwit.optimizer

import dimwit.*
import dimwit.Conversions.given
import org.scalatest.propspec.AnyPropSpec
import org.scalatest.matchers.should.Matchers
import org.scalatest.funspec.AnyFunSpec
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1 change: 0 additions & 1 deletion core/src/test/scala/deepwit/training/MonitorSuite.scala
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Expand Up @@ -7,7 +7,6 @@ class MonitorSuite extends AnyFunSpec with Matchers:

import Monitor.{ConcatMonitor, LearningRateMonitor, LossMonitor, PerformanceMonitor, StepMonitor, ThroughputMonitor}
import deepwit.optimizer.LearningRateSchedules.ConstantLearningRate
import dimwit.Conversions.given

private case class State(loss: Float)

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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/autoencoder/AutoEncoderEval.scala
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Expand Up @@ -5,7 +5,6 @@ import deepwit.examples.dataset.MNISTLoader
import MNISTLoader.TestSample

import dimwit.*
import dimwit.Conversions.given
import plotwit.*

import plotwit.PlotTargets.desktopBrowser
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/autoencoder/AutoEncoderTrain.scala
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package deepwit.examples.autoencoder

import dimwit.*
import dimwit.Conversions.given

import deepwit.examples.dataset.MNISTLoader
import MNISTLoader.TestSample
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/dataset/MNISTLoader.scala
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package deepwit.examples.dataset

import dimwit.*
import dimwit.Conversions.given

import me.shadaj.scalapy.py
import java.io.RandomAccessFile
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/dataset/TwoMoons.scala
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package deepwit.examples.dataset

import dimwit.*
import dimwit.Conversions.given
import dimwit.stats.Normal

/** Two interleaving half circles, the smallest dataset no straight line can separate.
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/gpt/FineWebDataset.scala
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Expand Up @@ -2,7 +2,6 @@ package deepwit.examples.gpt

import java.io.File
import dimwit.*
import dimwit.Conversions.given
import dimwit.python.PyBridge.liftPyTensor
import me.shadaj.scalapy.py
import dimwit.stats.Uniform
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/gpt/GPT.scala
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package deepwit.examples.gpt

import dimwit.*
import dimwit.Conversions.given
import deepwit.activation.softmax
import deepwit.attention.{Head, HeadKey, HeadQuery, HeadValue}
import dimwit.stats.Categorical
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/gpt/GPTTrain.scala
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Expand Up @@ -3,7 +3,6 @@ import deepwit.checkpointing.TensorTreeCheckpointer
import deepwit.loss.CategoricalCrossEntropy

import dimwit.*
import dimwit.Conversions.given
import deepwit.training.{Monitor, after, tapEvery}
import deepwit.optimizer.*
import dimwit.optimizer.{AdamW, Adam, AdamState}
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/mnistClassification/MNistCNNEval.scala
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Expand Up @@ -4,7 +4,6 @@ import deepwit.checkpointing.TensorTreeCheckpointer
import deepwit.examples.dataset.MNISTLoader

import dimwit.*
import dimwit.Conversions.given
import plotwit.*

import plotwit.PlotTargets.desktopBrowser
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/mnistClassification/MNistCNNTrain.scala
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package deepwit.examples.mnistClassification

import dimwit.*
import dimwit.Conversions.given
import dimwit.optimizer.GradientDescent

import deepwit.loss.CategoricalCrossEntropy
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/neuralImage/NeuralImageEval.scala
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package deepwit.examples.neuralImage

import dimwit.*
import dimwit.Conversions.given
import plotwit.*

import deepwit.checkpointing.TensorTreeCheckpointer
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/neuralImage/NeuralImageTrain.scala
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package deepwit.examples.neuralImage

import dimwit.*
import dimwit.Conversions.given
import dimwit.optimizer.{Adam, AdamState}

import deepwit.training.{Monitor, after, tapEvery}
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/regression/Regression.scala
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package deepwit.examples.regression

import dimwit.*
import dimwit.Conversions.given
import dimwit.optimizer.{Adam, AdamState}
import dimwit.stats.{Normal, Uniform}

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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/thinning/MoonsMLPEval.scala
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Expand Up @@ -4,7 +4,6 @@ import dimwit.*

import deepwit.examples.dataset.TwoMoons
import deepwit.examples.dataset.TwoMoons.{Feature, Output}
import dimwit.Conversions.given
import io.circe.Json
import plotwit.*

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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/thinning/MoonsMLPTrain.scala
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Expand Up @@ -4,7 +4,6 @@ import dimwit.*

import deepwit.examples.dataset.TwoMoons
import deepwit.examples.dataset.TwoMoons.{Feature, Output}
import dimwit.Conversions.given
import dimwit.optimizer.{Adam, AdamState}

import deepwit.loss.CategoricalCrossEntropy
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1 change: 0 additions & 1 deletion examples/src/main/scala/deepwit/examples/variationalAutoencoder/VariationalAutoencoder.scala
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package deepwit.examples.variationalAutoencoder

import dimwit.*
import dimwit.Conversions.given
import dimwit.stats.Normal

import deepwit.base.AffineLayer
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1 change: 0 additions & 1 deletion ...s/src/main/scala/deepwit/examples/variationalAutoencoder/VariationalAutoencoderEval.scala
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package deepwit.examples.variationalAutoencoder

import dimwit.*
import dimwit.Conversions.given
import plotwit.*

import deepwit.checkpointing.TensorTreeCheckpointer
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1 change: 0 additions & 1 deletion .../src/main/scala/deepwit/examples/variationalAutoencoder/VariationalAutoencoderTrain.scala
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package deepwit.examples.variationalAutoencoder

import dimwit.*
import dimwit.Conversions.given
import dimwit.optimizer.{Adam, AdamState}

import deepwit.examples.dataset.MNISTLoader
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1 change: 0 additions & 1 deletion mdocs/README.md
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```scala mdoc:invisible
import dimwit.*
import dimwit.Conversions.given
import dimwit.optimizer.{Adam, AdamState}

import deepwit.activation.gelu
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