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Support a few core datasets #1

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opened 2025-11-02 00:09:28 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2025-11-02 00:09:28 -05:00
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Originally created by @profvjreddi on GitHub (Jul 16, 2025).

Need to consider selecting datasets carefully so students can easily swap and explore different datasets. Some random thoughts:

  1. 🧮 Scalar & vector functions → Synthetic regression
  2. 🔤 Simple classifiers → MNIST / Fashion-MNIST
  3. 🖼️ CNNs → CIFAR-10
  4. 🧱 Training infrastructure → TinyImageNet
  5. 🛠️ Systems evaluation → Synthetic performance datasets
  6. 📊 MLOps tooling → Simulated drift/noise datasets
Originally created by @profvjreddi on GitHub (Jul 16, 2025). Need to consider selecting datasets carefully so students can easily swap and explore different datasets. Some random thoughts: 1. 🧮 Scalar & vector functions → Synthetic regression 2. 🔤 Simple classifiers → MNIST / Fashion-MNIST 3. 🖼️ CNNs → CIFAR-10 4. 🧱 Training infrastructure → TinyImageNet 5. 🛠️ Systems evaluation → Synthetic performance datasets 6. 📊 MLOps tooling → Simulated drift/noise datasets
GiteaMirror added the enhancement label 2025-11-02 00:09:28 -05:00
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Reference: github-starred/TinyTorch#1