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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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Memory mapping#

Mixed precision

Copyright © 2023, Sam Lerman

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