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Alex Li's Projects

trumptwitteranalysis icon trumptwitteranalysis

Use machine learning (word2vec, LSI, LDA, NB, etc) to analysis Donald Trump's tweets. Based on Python.

twython icon twython

Actively maintained, pure Python wrapper for the Twitter API. Supports both normal and streaming Twitter APIs.

unet icon unet

unet for image segmentation

utilities icon utilities

Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.

vba icon vba

VBA for Excel and Word

vector-map-generation-from-aerial-imagery-using-deep-learning-geospatial-unet icon vector-map-generation-from-aerial-imagery-using-deep-learning-geospatial-unet

We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.

wechatluckymoney icon wechatluckymoney

:money_with_wings: WeChat's lucky money helper (微信抢红包插件) by Zhongyi Tong. An Android app that helps you snatch red packets in WeChat groups.

win_diy_module icon win_diy_module

A module helps to implement some methods of basic operation of Windows.

zh-ner-tf icon zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

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