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Qiao's Projects

ddia icon ddia

《Designing Data-Intensive Application》DDIA中文翻译

fgpd_analytic icon fgpd_analytic

Deploying redshift and spectrum to analyze federal contract data

leetcode-1 icon leetcode-1

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

lightning-tutorials icon lightning-tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

machinelearning_zhouzhihua_problemsets icon machinelearning_zhouzhihua_problemsets

Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题,个人解答。各算法都拿numpy和pandas实现了一遍

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mdlp-discretization icon mdlp-discretization

An implementation of the minimum description length principal expert binning algorithm by Usama Fayyad

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

multidcp icon multidcp

MultiDCP: Predictive Modeling of Multiplex Chemical Phenomics for Novel Cells and Individual Patients: Application to Personalized Alzheimer’s Disease Drug Repurposing

nrpspredictor2 icon nrpspredictor2

NRPSpredictor2 is a program to predict the specificity of bacterial and fungal adenylation domains.

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