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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data

Data directory for the CS109 Data Science course

adaptsize

A caching system that maximizes hit ratios under highly variable traffic.

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarialnetspapers

The classical paper list with code about generative adversarial nets

algorithms-sedgewick-python

Algorithms(4th edition) by Robert Sedgewick and Kevin Wayne exercises in python

apimocker

node.js module to run a simple http server for mock service responses.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

arkit-example

This repository is created for the article https://rubygarage.org/blog/create-augmented-reality-app-for-ios-11

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-datascience

An awesome Data Science repository to learn and apply for real world problems.

awesome-mlops

A curated list of references for MLOps

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bokeh

Interactive Web Plotting for Python

caffe

Caffe: a fast open framework for deep learning.

caffeonspark

cc150

Solutions to Crack Coding Interview in Python

cc150-python

practice cc150

change-detection-tutorial

Tutorial on change detection in time series data

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chproxy

ClickHouse http proxy and load balancer

cinder

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

ctci

Cracking the Coding Interview, 5th Edition

cufflinks

Productivity Tools for Plotly + Pandas

dat3

General Assembly's Data Science course in Washington, DC

dat3-students

Student work for General Assembly's Data Science course in Washington, DC