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_forked_pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

_forked_swiftui-guide

SwiftUI practices guidebook, written for humans.

nerf_notebooks

Colab Notebooks for using Instant-NGP with View Control

pytorch-hdqn

Hierarchical-DQN in pytorch (not actively maintained)

qetch_plus

CS8803MDS

rci-agent

A codebase for "Language Models can Solve Computer Tasks"

react

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

reflexion

Reflexion: an autonomous agent with dynamic memory and self-reflection

repeat_motion_segmentation

Segmenting a time series with repeating patterns using DTW matching

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-paper-notes

rl_graph_generation

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

tianshou

An elegant PyTorch deep reinforcement learning library.

vibrato

Vibrato, a prototypical ios app, can be one possible solution to the vibration detection problem.

yangxx_ml

This is yangxx's repo for machine learning