SLEEP-CO's starred repositories

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

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trellisnet

[ICLR'19] Trellis Networks for Sequence Modeling

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LeetCode-Go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

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leetcode

离线版本的电子书《LeetCode Cookbook》PDF https://github.com/halfrost/LeetCode-Go/releases/

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inside

INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs

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ResNeSt

ResNeSt: Split-Attention Networks

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Awesome-Temporal-Action-Localization

A curated list of temporal action localization/detection and related area (e.g. temporal action proposal) resources.

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Grid-GCN

Grid-GCN for Fast and Scalable Point Cloud Learning

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3DUnetCNN

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

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PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

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micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

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YOLOv3-complete-pruning

提供对YOLOv3及Tiny的多种剪枝版本,以适应不同的需求。

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once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

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knowledge-distillation-papers

knowledge distillation papers

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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PRML

PRML algorithms implemented in Python

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leedl-tutorial

《李宏毅深度学习教程》(李宏毅老师推荐👍),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

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Data-Science-Notes

数据科学的笔记以及资料搜集

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Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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pumpkin-book

《机器学习》(西瓜书)公式详解

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deep-learning-for-image-processing

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

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CPlusPlusThings

C++那些事

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Digital-Image-Processing

冈萨雷斯《数字图像处理matlab版》第二版

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Conquer

A todo list app base Material Design

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