Reservoir-Computing-and-Hyperparameter-Optimization

An Open Source Machine Learning Framework for Everyone

??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?

Deep Learning for humans

? Bear necessities for state management in React

Deepfakes Software For All

The Memory layer for AI Agents

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

? Industrial-strength Natural Language Processing (NLP) in Python

PyTorch Tutorial for Deep Learning Researchers

Actor-based state management & orchestration for complex app logic.