pinzhuo

slot-attention

Implementation of Slot Attention from GoogleAI

Time-Series-Library

A Library for Advanced Deep Time Series Models.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

task_adaptation

meta-omnium

Implementation of "Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn"

vit-pytorch

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

THU-PPT-Theme

清华主题PPT模板

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

RepL4RL

Representation Learning for RL

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Hosts

Python解析域名生成Hosts文件

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

learning_where_to_learn

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

robustdg

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

LibFewShot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

njuthesis-nju-thesis-template

南京大学学位论文(本科/硕士/博士)，毕业论文LaTeX模板

CVPR-2021-Papers

ME-ADA

"Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).

cdfsl-benchmark

(ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System

CrossDomainFewShot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

FEAT

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

learn2learn

A PyTorch Library for Meta-learning Research

pytorch-leo

Pytorch Implemtation of Meta-Learning with Latent Embedding Optimization

DropGrad

Regularizing Meta-Learning via Gradient Dropout

VIB-pytorch

Pytorch implementation of Deep Variational Information Bottleneck

CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'