Sorix
SUMMARY
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    Mitchell-Mirano/sorix
    • 🏡 Sorix
    • ⚡ Performance
    • 📚 Learn
    • Examples
    • API Reference
    Mitchell-Mirano/sorix
    • 🏡 Sorix
    • ⚡ Performance
        • Tensor
        • Computational Graph
        • Autograd
        • Advanced Functional Autograd: in Neural Networks
      • Data Handling
        • Dataset and DataLoader
        • Walk-Forward Split
      • Layers
        • Linear
        • BatchNorm1d
        • ReLU
        • Sigmoid
        • Tanh
        • Dropout
        • Module
        • LeakyReLU
        • Embedding Layer
      • Loss
        • MSELoss
        • BCEWithLogitsLoss
        • CrossEntropyLoss in Deep Learning
      • Optimizers
        • SGD
        • SGDMomentum
        • RMSprop
        • Adam
        • Optimizer Comparison
        • Optimizer
        • SciPy Optimization Bridge
        • Learning Rate Schedulers
      • Preprocessing
        • Feature Scaling
        • Categorical Encoding
        • Column Transformer
      • Model Selection
        • Train-Test Split
      • Metrics
        • Regression Metrics
        • Classification Metrics
        • Optimal Classification Threshold
      • Preprocessing
      • Linear Regression
      • Logistic Regression
          • Iris Dataset
          • Random Dataset + GPU
        • Regression
          • Classification Binary
          • Classification Multiclass
          • Iris Dataset
          • MNIST Dataset
      • Benchmarks
        • MNIST Benchmark Parity: Sorix vs. TensorFlow vs. PyTorch
        • Physics-Informed Neural Networks (PINNs)
    • API Reference
      • _version
      • autograd
      • backend
      • clustering
        • k_means
      • cuda
        • cuda
      • cupy
        • cupy
      • metrics
        • metrics
      • model_selection
        • train_test
      • nn
        • init
        • layers
        • loss
        • net
      • optim
        • lr_scheduler
        • optim
        • scipy_bridge
      • preprocessing
        • encoders
        • scalers
        • transformers
      • tensor
      • utils
        • data
          • dataloader
          • dataset
        • math
        • profiling
        • utils

    SUMMARY

    • sorix
    • _version
    • autograd
    • backend
    • clustering
      • k_means
    • cuda
      • cuda
    • cupy
      • cupy
    • metrics
      • metrics
    • model_selection
      • train_test
    • nn
      • init
      • layers
      • loss
      • net
    • optim
      • lr_scheduler
      • optim
      • scipy_bridge
    • preprocessing
      • encoders
      • scalers
      • transformers
    • tensor
    • utils
      • data
        • dataloader
        • dataset
      • math
      • profiling
      • utils
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