TeslaPython documentation

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Machine Learning and AI

• TensorFlow 2
  • Neutral Network Training with TensorFlow
  • The mechanis of TensorFlow
  • Classifying images
  • Modeling Sequential data
  • Generative adversarial networks
  • Reinforcement learning for decision making
• PyTorch
  • Parallelizing neutral network training
  • The mechanics of PyTorch
  • Classifying images with deap convolutional neural networks
  • Modeling sequential data using recurrent neural networks
  • Improving natural language processing
  • Generative adversarial networks for synthesizing new data
  • Graph neutral networks for capturing dependencies
  • Reinforcement learning
• Scikit-learn
  • Traning a perceptron
  • Logistic regression
  • Logistic cost function
  • Converting an Adaline implementation into an algorithms
  • Tackling overfitting via regularization
• MATLAB with Python for AI
  • Convert Between MATLAB, PyTorch, and TensorFlow
  • Why import PyTorch and TensorFlow models into MATLAB
  • Prepare PyTorch and TensorFlow models for import
  • How to import PyTorch and TensorFlow models
  • Import PyTorch and TensorFlow models interactively
  • How to export models from MATLAB to PyTorch and TensorFlow

Last update:

May 11, 2025

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