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ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mlpack

mlpack: a scalable C++ machine learning library

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mocha.jl

Deep Learning framework for Julia

models

Models built with TensorFlow

nlp4l

NLP tool for Lucene

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

practical1

https://www.cs.ox.ac.uk/teaching/courses/2016-2017/dl/

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

projecteuler-scala

Scala based solutions to project euler problems

pytext

A natural language modeling framework based on PyTorch

rasa_nlu

turn natural language into structured data

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

rneo4j

Neo4j Driver for R.

scala-algo

Scala implementation of Algorithms, by Robert Sedgewick and Kevin Wayne.

scenegraphparser

A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).

scoobi

A Scala productivity framework for Hadoop.

sigir-ecom.github.io

skinny-bones-jekyll

A Jekyll starter with a variety of customizable layouts and components.

snorkel

A training data creation and management system focused on information extraction

solr-ltr-plugin

A RankLib based Solr Learning to Rank Plugin

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

starter-pack

Starter pack for the Rasa Stack

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

tensorflowmnist

vearch

A distributed system for embedding-based retrieval

wedding-invite

Wedding Invitation

xgboost

Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.