zsunpku,Zan Sun,github

ads_teaching

Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

alns

Adaptive large neighbourhood search in Python.

attention-learn-to-route

Attention based model for learning to solve different routing problems

awesome-google-earth-engine

ay2016-2017-winter

Winter Break DS Boot Camp during the academic year of 2016-2017

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

beamerstyleslides

🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

bearclub-data-science-project

Data Science Projects in BearClub Talent Workshop

cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

columbiax-statistical-thinking-for-data-science

This repo contains some R learning activities we created for the course I for the ColumbiaX series on Data Science and Analytics on edX.

coordtransform_py

提供百度坐标系(bd-09)、火星坐标系(国测局坐标系、gcj02)、WGS84坐标系直接的坐标互转，也提供了解析高德地址的方法的python版本

cwc_ann

Resources and code for Columbia Water Center's seminar on Artificial Neural Networks

data-science-with-r

data-visualization

Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).

datasciencetakehomechallenges

deep-learning-speech-recognition

Project to learn about speech recognition - both Speaker Diarization and other Speech Recognition applications.

deeplearningimplementations

Implementation of recent Deep Learning papers

earthengine

Change Detection with Google Earth Engine Imagery

ee-jupyter-examples

Example Jupyter Notebooks, including ones that use the Earth Engine Python API

escience_tutorials

A repository for compiling materials from tutorials given at the eScience Institute.

flopy

A Python package to create, run, and post-process MODFLOW-based models.

frontend-nanodegree-resume

This repository is used for one of the projects in Udacity's Front-End Web Developer Nanodegree program. Learn how to become a Front-End Developer today with line-by-line code reviewed projects and get a job with career services!