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Miracleyoo's Projects

hust-grad-paper-word-template icon hust-grad-paper-word-template

本项目为华科(华中科技大学)本科生毕业论文的进阶优化版Word模板。它源于官方但高于官方,由于官方的Word模板难以使用且问题多多,自动化程度低,故有本项目。本项目为在页码、封面、分级标题、数学公式、图表题注、交叉引用、参考文献引用等方面做出了优化后的Word模板。

illustration2vec icon illustration2vec

A simple deep learning library for estimating a set of tags and extracting semantic feature vectors from given illustrations.

imgaug icon imgaug

Image augmentation for machine learning experiments.

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

konachan-multi-thread-crawler icon konachan-multi-thread-crawler

A crawler which use beautifulsoup4 to crawl images under a certain tag. It uses multi-thread and thus it's fast enough. The name is very neat and beautiful.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

linux-noise-detect-with-dl icon linux-noise-detect-with-dl

A project that aims to use DL to detect whether a linux system is interfered by USB/Wi-Fi/WAN/LAN or other ports.

markdown4zhihu icon markdown4zhihu

一键解决知乎导入Markdown文件时图片和公式等问题。

mass_mailing_with_mysql icon mass_mailing_with_mysql

This is also a repository which is created to meet the necessity that I need to send some emails with a number of several hundreds or even thousands, however, as you know, it is risky to send too much emails in one time because that it's highly likely that the sever will reject your request. So this program is designed to send 50 emails one time and send 450 emails only for one account, then it will automatically changes into another account inside your database.

mememoji icon mememoji

A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.

mixer-live-stream-batch-download icon mixer-live-stream-batch-download

A python script to download the first N(customizable) live streams in batch and at the same time from site Mixer.com . Also, auto correction will be applied after the download finished.

mlib icon mlib

Personal library for python.

models icon models

Models and examples built with TensorFlow

naivebayes_email_discrimination icon naivebayes_email_discrimination

A project whose target is to discriminate whether a email is a spam or a ham.It utilized two method to do this work, one is using the naive Bayes method while another is to do it with the help of fisherman's way. And as for the result, the recent result is that it can discriminate ham from spam with a rate of 99.5% and it can also tell spam from ham with a rate of almost 95%. As a whole, its accurate rate is 98.55%(tested under fisherman's way). What's more, the train data together with the test data is inside, therefore, you can also try it yourself!

one-key-linux-setup icon one-key-linux-setup

Scripts which aims to initialize and configure a linux system quickly. Mainly include update, zsh, oh-my-zsh, zsh plugins, python, and so on. Continue to update and welcome issues.

opencv-crop-video-area-batch icon opencv-crop-video-area-batch

Crop a certain area from the input video using OpenCV. You only need to click two diagonal points of the rectangle area. It acts in batch and works fast.

pdfx icon pdfx

Extract references (pdf, url, doi, arxiv) and metadata from a PDF; optionally download all referenced PDFs

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