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alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

awesome-papers-fewshot

Collection for Few-shot Learning

books

电子书(计算机类，经济学，数学), 格式，pdf、mobi、epub

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deephyperx

Deep learning toolbox based on PyTorch for hyperspectral data classification.

demo

demo

fewshotpapers

This repository contains few-shot learning (FSL) papers mentioned in our FSL survey.

gcn-pytorch

Graph Convolution Network for PyTorch

graduate

毕业生就业信息管理系统

hsi-classification

hsi-classification-1

Hyperspectral Image Classification using PCA-CNN and LDA-CNN

hyperspectral_deeplearning_review

Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"

jstars_2020_dpn-hra

Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020

latex-template-cn

\LaTeX 中文模版收集。

learn2learn

A PyTorch Library for Meta-learning Research

learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

msdnet

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

mycode

The Trainer used to train and evaluate deep learning model.

paper-codes

plotneuralnet

Latex code for making neural networks diagrams

pytorch-meta

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

spectral

Python module for hyperspectral image processing

ssfsl

sskd

ssl-for-hsi-classification

Code for a paper accepted by TGRS