klotz: pytorch* + machine learning*

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  1. Train your neural network in TensorFlow or PyTorch, and run it inside CircuitPython using a single line of Python code.
  2. This is the code repository for Causal Inference and Discovery in Python, published by Packt. Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more.
  3. The core mechanics of Deep Learning, and how to think the PyTorch way. This guide provides a whirlwind tour of PyTorch’s methodologies and design principles, covering tensors, automatic differentiation, and training custom neural networks.
  4. This tutorial introduces the essential topics of the PyTorch deep learning library in about one hour. It covers tensors, training neural networks, and training models on multiple GPUs.
  5. This tutorial covers fine-tuning BERT for sentiment analysis using Hugging Face Transformers. Learn to prepare data, set up environment, train and evaluate the model, and make predictions.
  6. A deep dive into the theory and applications of diffusion models, focusing on image generation and other tasks, with examples and PyTorch code.
  7. Lambda Stack is an all-in-one package that provides a one line installation and managed upgrade path for deep learning and AI software, ensuring that you always have the most up-to-date versions of PyTorch, TensorFlow, CUDA, CuDNN, and NVIDIA Drivers.
  8. • This is an MCU-based vision AI module powered by Arm Cortex-M55 and Ethos-U55, supporting TensorFlow and PyTorch frameworks.
    • It has a standard CSI interface, onboard digital microphone, and SD card slot.
    • Compatible with XIAO series, Arduino, Raspberry Pi, and ESP dev board.
    • Supports off-the-shelf and custom AI models from SenseCraft AI, including Mobilenet V1, V2, Efficientnet-lite, Yolo v5 & v8.
    • Can be used for industrial automation, smart cities, transportation, smart agriculture, and mobile IoT devices.
  9. 2023-04-14 Tags: , , , by klotz
  10. 2023-01-07 Tags: , , , by klotz

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