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Martin Guo's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

cnn_captcha icon cnn_captcha

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码,使用tensorflow实现卷积神经网络,进行验证码识别。

code-files icon code-files

This repository contains the starting code files and solutions of the book D3.js in Action, third edition.

credit-card-segmentation icon credit-card-segmentation

Built an enriched customer profile by deriving few key performance indicators (KPIs). For dimensionality reduction used Principal Component Analysis. To identify the optimal clusters performed clustering using K-Means and Agglomerative Hierarchical Clustering such as Elbow analysis, Silhouette coefficient, Dendrogram. Performed segment distribution and Profiling to form segments and based on the analysis of each segment identified the key consumption characteristics of each segment.

d3rlpy icon d3rlpy

An offline deep reinforcement learning library

depix icon depix

Recovers passwords from pixelized screenshots

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

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