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awesome-deep-learning-papers

The most cited deep learning papers

awesome-mxnet

A curated list of MXNet examples, tutorials and blogs.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

book

个人认为对技术提升很不错的书

carvana-pytorch-unet

centernet

Object detection, 3D detection, and pose estimation using center point detection:

chatglm-6b

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

convcap

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningexamples

Deep Learning Examples

deformable-convolution-pytorch

PyTorch implementation of Deformable Convolution

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

fullstack-tutorial

:rocket: Full Stack Developer Tutorial，后台技术栈/架构师成长之路，春招/秋招/校招/面试。

hangzhou_house_knowledge

2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to for everyone.

image-preprocessing

a python image data augmentation library for deep learning

installation-script-for-cuda-8.0

一键安装cuda-8.0 Ubuntu 14.04 16.04

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kornia

Open Source Differentiable Computer Vision Library

lianjia-scrawler

链家二手房租房在线数据，存量房交易服务平台数据，详细数据分析教程

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

litl-license

License In Three Lines

loss_toolbox-pytorch

PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

magic-vnet

VNet for 3d volume segmentation

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

medvision

Medical Image Vision Operators, such as RoIAlign, DCNv1, DCNv2 and NMS for both 2/3D images.

megatron-lm

Ongoing research training transformer models at scale