MrLGL

Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

act-plus-plus

Imitation learning algorithms with Co-training for Mobile ALOHA: ACT, Diffusion Policy, VINN

mobile-aloha

Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Rotating-machine-fault-data-set

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

Awesome-Zlibrary

NuclearPowerPlantAccidentData

We collect various accident data of NPP by PCTRAN

self-driving-car

The Udacity open source self-driving car project

meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

ifsl

[NeurIPS 2020] Released code for Interventional Few-Shot Learning

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

forpy

Forpy - use Python from Fortran

PaddleHelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

triplet-net

Keras implementation of "Deep Learning using Triplet Network" by Hoffer and Ailon. https://arxiv.org/pdf/1412.6622.pdf

RelationNetworks-CLEVR

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

matching-networks-tf

Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0

keras

Deep Learning for humans

CBM

This repository contains the code for the paper: Cooperative Bi-path Metric for Few-shot Learning, Zeyuan Wang, Yifan Zhao, Jia Li, Yonghong Tian, ACM Conference on Multimedia (ACM MM), 2020

MatchingNetworks

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

omniglot

Omniglot data set for one-shot learning

prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

few-shot

Repository for few-shot learning machine learning projects

zero-shot-gcn

Zero-Shot Learning with GCN (CVPR 2018)

draw_convnet

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

PIDOptimizer

Code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks", Wangpeng An, Haoqian Wang, Qingyun Sun, Jun Xu, Qionghai Dai, Lei Zhang.

deep-learning-fault-diagnosis