denimboy

spotlight

Deep recommender models using PyTorch.

RankNet

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.

clickmodels

ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from past observations. This project is aimed to deal with click models used in Information Retrieval (see next README.md) and intended to be easy-to-read and easy-to-modify. If it's not, please let me know how to improve it :)

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

dataset

The Open Images dataset

database

Blazegraph High Performance Graph Database

KnowledgeSharingPlatform

K# - Knowledge Sharing Platform

the-growroom

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

awesome-information-retrieval

A curated list of awesome information retrieval resources

OSMNames

Data for place names from OpenStreetMap prepared for fulltext search. Downloadable. Ranked. With bbox and hierarchy. Ready for geocoding.

osmnames-sphinxsearch

Geocoder search engine for OSMNames.org data powered by sphinx search

blog_stuff

experiments and snippets used on the blog

BIDMach

CPU and GPU-accelerated Machine Learning Library

lime

Lime: Explaining the predictions of any machine learning classifier

dhash

Python library to calculate the difference hash (perceptual hash) for a given image, useful for detecting duplicates

courses

fast.ai Courses

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

2017-08-spy-plane-finder

The data and analysis referenced in the Aug. 7, 2017 BuzzFeed News article, "BuzzFeed News Trained A Computer To Search For Hidden Spy Planes. This Is What We Found." https://www.buzzfeed.com/peteraldhous/hidden-spy-planes

text_classification

all kinds of text classification models and more with deep learning

EAST

A tensorflow implementation of EAST text detector

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

open_nsfw

Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

tensorflow-open_nsfw

Tensorflow Implementation of Yahoo's Open NSFW Model

squeezenet_demo

places365

The Places365-CNNs for Scene Classification