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A massive, community-vetted roadmap for Deep Learning research papers. It was abandoned likely due to the exponential growth of the field, making it impossible for a single maintainer to manually curate the influx of new research since late 2022.
ML-From-Scratch is a high-authority educational repository providing pure NumPy implementations of machine learning algorithms. It has likely transitioned to a legacy state as the author moved on, leaving a massive audience (30k+ stars) without updates for modern architectures like Transformers or Diffusion models.