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The Antelope
The Antelope
  • Mere basics

Supervised

  • Custom Architectures
  • custom metrics
  • Custom Datasets, Aug
  • Custom Learning
  • other features
  • TIMM & built-in architectures
  • Transfer Learning

Reinforcement learning

  • Custom Env & custom reward
  • Custom sampling
  • Experience Replay magic
  • online & offline RL
  • on-policy
  • Self-Supervised

Generative

  • basic
  • DCGAN

Acceleration

  • Memory mapping
  • Mixed precision
  • Adaptive RAM storage
  • generalists & BittleBlots

Make your own app

  • defining tasks
  • plotting
  • saving & loading

Examples

  • ImageNet
  • DMC & Atari
  • Shine on you crazy diamond,

Future works

  • a GI
  • Physics / The Universe
  • Archetypal Psychology
  • Robotics
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Copyright © 2023, Sam Lerman
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