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alphatree-graphic-deep-neural-network

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-knowledge-distillation

Awesome Knowledge Distillation

benchmarking-gnns

Repository for benchmarking graph neural networks

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dien

distillation

imgclsmob

Sandbox for training convolutional networks for computer vision

kd-pytorch

PyTorch implementation of "Distilling the Knowledge in a Neural Network"

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

knowledge-distillation-zoo

model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

model_quantization

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

neat-python

Python implementation of the NEAT neuroevolution algorithm

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

pynqdocs

PYNQ学习资料

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-neat

pytorch_cifar10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

pytorch_quantization

A pytorch implementation of dorefa quantization

reactnet

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

tf-gnn-samples

TensorFlow implementations of Graph Neural Networks