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15-112

2015 Fall 15-112 (Python) Homework & Project (PixelBridge) Collection

15-214_review

The hw/recitation review

15214-review

amazing-feature-engineering

anomalydetection

Anomaly Detection with R

awesome-jupyter

A curated list of awesome Jupyter projects, libraries and resources

coding-interview-university

A complete computer science study plan to become a software engineer.

cs502

firstcoursenetworkscience

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

free-programming-books

:books: Freely available programming books

fullstack-nanodegree-vm

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

netflix-movie-recommendation-system

A Machine Learning Case Study for Recommendation System of movies based on collaborative filtering and content based filtering.

osx-terminal.app-colors-solarized

Solarized color theme for OS X 10.7+ Terminal.app

play-big-data

Play with various big data technologies

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

reflections

Udacity/VersionControl

shell-lab

CMU 15-213/18-213/15-513 shell lab (implement a shell)

smartcitytraffic

stockanalysis

surprise

A Python scikit for building and analyzing recommender systems

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

ud032

Data Wrangling with MongoDB class code

ud036_startercode

Starter Code