zachyao Goto Github PK

apollo

An open autonomous driving platform

automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

bc-regularized-gail

Official implementation of the paper `Augmenting GAIL with BC for sample efficient imitation learning` in PyTorch

bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepspm

A machine learning approach allowing to acquire and classify data autonomously in multi-day Scanning Probe Microscopy experiments

efficient-transformer

Online !!! Application of an efficient transformer improved based on Swin transformer on remote sensing segmentation

esfpnet

Official Implementation of "ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video"

esrl

Code for Expert Supervised Reinforcement Learning

lightning-baselines3

Adaption of Stable Baselines3 for PyTorchLightning

lspi

Least-Squares Policy Iteration

metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

multi-kernel-extreme-learning-machine

Matlab code for "Multiple kernel extreme learning machine"

myblog

nnunet

python-rl

Some Reinforcement Learning in Python

pytorch-learners-tutorial

PyTorch tutorial for learners

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

qilin-med-vl

The first Chinese medical large vision-language model designed to integrate the analysis of textual and visual data

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rlus

Reinforcement Learning for Ultrasound.

segloss

A collection of loss functions for medical image segmentation

ssformer

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

swin-transformer-pytorch

Implementation of the Swin Transformer in PyTorch.

tao-te-ching

Some English interpretations of Lao Tzu's Tao Te Ching.

video-swin-transformer

This is an official implementation for "Video Swin Transformers".

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch