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100-days-of-ml-code

100 Days of ML Coding

2019-cs109a

https://harvard-iacs.github.io/2019-CS109A/

2019-cs109b

allennlp

An open-source NLP research library, built on PyTorch.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

big-data-tutorial

Big Data Tutorial

bloom

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

changepoint-detection

Code for "Bayesian Online Changepoint Detection" (Adams and MacKay, 2007).

cluster-lda

collaborativefiltering

commoncrawl-crawler

The CommonCrawl Crawler Engine and Related MapReduce code

content

Official content for Harvard CS109

course-ud303

Exercises for "HTTP & Web Servers"

crab

Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib).

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

dfr-analysis

Scripts to help work on data from JSTOR's Data for Research service

dirichlet-process

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

dpmm

Dirichlet process mixture model.

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

fun_with_kaggle

gensim

Topic Modelling for Humans

github_lda

GitHub LDA - Collaborative Topic Modeling for Recommending GitHub Repos

gluon-nlp

NLP made easy

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

hdp

Gibbs sampler 4 the Hierarchical Dirichlet Process

hello-world

Assalamualaikum

heritrix3

Heritrix is the Internet Archive's open-source, extensible, web-scale, archival-quality web crawler project.

iir

Machine Learning / Natural Language Processing / Information Retrieval