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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).

adsproj3data

aws-websocket-chat

botfarmer-1point3acres

【一亩三分地】题库日常更新，每日签到、答题自动脚本。包含本地命令行交互、AWS 云端部署两个版本。

cheat_sheets

A collection of handy cheat sheets for programming, data science, version control, statistics, and probability.

cloud-drive-migration-using-colab

migration of files from Baidu Yun to Google Drive.

csv_to_splitwise_selfuse

Create expenses in Splitwise from CSV file

darkhouse

An anonymous chatroom using serverless AWS

dict-for-r

Like python dict, which has O(log n) performance than O(n)

dotfiles

dotfiles

espcn-tensorflow

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow(too sharp)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

ffmpy

Pythonic interface for FFmpeg/FFprobe command line

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。

lgbm-nyctaxitripduration

https://www.kaggle.com/c/nyc-taxi-trip-duration/

linkedin-skill-assessments-quizzes

Full reference of linkedin answers for skill assessments, linkedin test, questions and answers (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, css, python, machine-learning, power-poin, excel ...) ответы на квиз, LinkedIn quiz lösungen, linkedin quiz las respuestas

multiitem-auction-assignment

多物品拍卖（最优分配算法）An auction solution to assign multiple items for people

npdbresearch

onlinejudgegooglecolab

A User Friendly Online Judge running on Google Colab. One-Click Deployment.

playground

just tutorial

probability

Probability and Elements of Real Analysis, Baruch Assignments

pyenv

Simple Python version management

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

srcnn-keras-hdf5

stackedit

In-browser Markdown editor

stat-cookbook

:orange_book: The probability and statistics cookbook

superresolution-espcn

TensorFlow implementation of the Efficient Sub-Pixel Convolutional Neural Network

tensorflow-espcn

Super resolution with Tensorflow(result not good, also not good with multiple pic)

tushare

TuShare is a utility for crawling historical data of China stocks

vae

group project for GR5242 advanced machine learning