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ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

awesome-deep-learning-papers

The most cited deep learning papers

clash-for-windows_chinese

clash for windows汉化版. 提供clash for windows的汉化版, 汉化补丁及汉化版安装程序

clash-rules

🦄️ 🎃 👻 Clash Premium 规则集(RULE-SET)，兼容 ClashX Pro、Clash for Windows 客户端。

clash_for_windows

Fndroid/clash_for_windows_pkg/releases 最后备份文件

cnn-numpy

Inplement an CNN frame with Numpy, easy to learn, hard to use hhhh

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cryoem-cloud-tools

Software to integrate Relion GUI with Amazon Web Services, accompanied by easy command line tools. Learn more at cryoem-tools.cloud

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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.

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

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。

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dwt_based_img_fusion

code for paper: A wavelet-based image fusion tutorial

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

ltmr

code for TIP 2019 paper: Hyperspectral Image Super-Resolution via Subspace-Based Low Tensor Multi-Rank Regularization

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

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)

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nsct_padma_2014_img_fusion

code for the paper: CT and MR Image Fusion Scheme in Nonsubsampled Contourlet Transform Domain

numpycnn

Convolutional neural network implementation using NumPy

oucml

python-knowledge-handbook

Python Knowledge Handbook by Python数据之道， website： http://liyangbit.com/

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

quant_class

relion

Image-processing software for cryo-electron microscopy

statistical-learning-method

《统计学习方法》笔记-基于Python算法实现

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

thunder

A particle-filter framework for robust cryoEM 3D reconstruction