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augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

awesome-normalizing-flows

Awesome resources on normalizing flows.

chatgpt-academic

chatopenreview

Crowdfunding open source projects: use OpenReview's high-quality review data to fine-tune a professional review and response LLM. 众筹开源项目：利用OpenReview的优质审稿数据，微调出一个专业的审稿和审稿回复GPT

commpy

Digital Communication with Python

cv_related_collections

diffusion

Denoising Diffusion Probabilistic Models

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt_academic

为GPT/GLM等基座大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

gym_super_mario

强化学习玩超级马里奥

pfgmpp

Code for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"

playing-mario-with-deep-reinforcement-learning

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

poisson_flow

Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models" (PFGM)

super-mario-bros-a3c-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

super-mario-bros-dqn

DQN model used to train and beat Super Mario Bros. for the NES using PyTorch

super-mario-bros-rl

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

ts_tutorial

A Tutorial of Thompson Sampling