Xin's repositories
awesome-causality-data
A data index for learning causality.
Clinical_Data_Management_2019
Courseworks and practicals for Clinical Data Management, Autumn 2019
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
Data-Analysis
Data Science Using Python
TDS_Group4
Reproducible R code and bash script for Translational Data Science group project to infer any causal/associative links between IBD and colon cancer in the UK Biobank cohort.
Wildlife-Viz
Visualisation of CITES Wildlife Trade Data
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
DSACancellationChecker
A small Python script to scrape the DSA website to look for driving test cancellations
dsnd-capstone
Udacity Data Science Nanodegree Capstone Project: Electricity Price Forecasting using ANN
dsnd-disaster-response
Udacity Data Science Nanaodegree - Disaster Response Pipeline Project
Gan_mri_aug
Repo of the paper "Generative Adversarial Networks as an advanced data augmentation technique for MRI data" by Filippos Konidaris, Thanos Tagaris, Maria Sdraka and Andreas Stafylopatis
geo-countries
Country polygons as GeoJSON in a datapackage
HDATDS
Package with useful functions for the MSc HDA&ML Translational Data Sciences and Computational Epidemiology projects
Machine_Learning_scikit-learn
Simple implementations and applications of many machine learning algorithms in Python, along with proper documentation and data sets used.
matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
readme-template
README.md template for your open-source project
smogn
Synthetic Minority Over-Sampling Technique for Regression
Starbucks_Portfolio_Exercise
A/B Testing Exercise through Udacity
USim_Coursework
all three parts of assessment and files for submission