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cluster-kmeans-emgmm-pca

Wine Types Clustering using K-Means, EM-GMM and PCA

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

deblurring

Estimating an Image's Blur Kernel Using Natural Image Statistics, and Deblurring it: An Analysis of the Goldstein-Fattal Method

deep-image-prior

Image restoration with neural networks but without learning.

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.

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

deepdeblur_release

Deep Multi-scale CNN for Dynamic Scene Deblurring

difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

dog-cat-classifier

Dog and cat image classifier with deep learning

dog_breed_classification

To Identify the breed of the dog from his/her image.

dog_breeds_alexnet

Image Classification of Dog Breeds using an implementation of AlexNet from scratch

download-paper-information-from-cnki

爬取知网页面的文献信息，并存在Excel内

edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

faster-rcnn_tf

Faster-RCNN in Tensorflow

fe-interview

前端面试每日 3+1，以面试题来驱动学习，提倡每日学习与思考，每天进步一点！每天早上5点纯手工发布面试题（死磕自己，愉悦大家），4000+道前端面试题全面覆盖，HTML/CSS/JavaScript/Vue/React/Nodejs/TypeScript/ECMAScritpt/Webpack/Jquery/小程序/软技能……

front-end-interview

总结了前端面试过程中浏览器，计算机网络，数据结构与算法，HTML，CSS，JS，Vue等相关的面试知识。

generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matlab-

ml_code

A repository for recording the machine learning code

my-tensorflow-tutorials

This repo contains all of my TensorFlow tutorials

neural-collage

Collaging on Internal Representations: An Intuitive Approach for Semantic Transfiguration

niched-pareto-genetic-algorithm-npga

Genetic Algorithm (GA) for a Multi-objective Optimization Problem (MOP)

nichepso

nocode

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

notahotdog

Image classification using TensorFlow (Inception v3).

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python-

new player

python_for_data_analysis_wes_mckinney-

note for the book Python for Data Analysis: Data Wrangling with Pandas, Numpy, and IPython by Wes McKinney