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2015-slides

Slides and talk assets from PyCon 2015

500lines

500 Lines or Less

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

advmlthreatmatrix

Adversarial Threat Landscape for AI Systems

awesome-latex-drawing

Drawing Bayesian networks, graphical models, and technical frameworks in LaTeX.

beginning-python-3ed

Source code for 'Beginning Python' by Magnus Lie Hetland

book-1

个人认为对技术提升很不错的书

buildingchangedetector

基于U-Net检测卫星图像上的新增建筑

calibration_zhangzhengyou_method

Calibrate the camera with ZhangZhengyou method (in both distortion case and no distortion case)

captcha_break

验证码识别

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

cowos-guide

Chip on Wafer on Substrate (CoWoS) Guide

data-science-notes

数据科学的笔记以及资料搜集

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17个章节，20多万字。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

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dlcv_for_beginners

《深度学习与计算机视觉》配套代码

end-to-end-for-chinese-plate-recognition

多标签分类,端到端的中文车牌识别基于mxnet, End-to-End Chinese plate recognition base on mxnet

example-code

Example code for the book Fluent Python

excel2latex

The Excel add-in for creating LaTeX tables

exclusively-dark-image-dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

fe4ml-zh

:book: [译] 面向机器学习的特征工程

freegs

Free boundary Grad-Shafranov solver

house3d

a Realistic and Rich 3D Environment

image_processing_100_questions

This is the English version of the Image processing 100 questions.

ipython-notebooks

A collection of IPython notebooks covering various topics.

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras_demo

lf-internet

Spatial-Angular Interaction for Light Field Image Super-Resolution, ECCV 2020.

machine-learning-notes

周志华《机器学习》手推笔记