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accelerators

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

bayesian-ab-testing-app

Shiny Web App for Bayesian A/B Tests

clustering-burger-king-menu

Clustering Burger King Menu Items

dealing-with-imbalanced-data

Using Imblearn To Tackle Imbalanced Data Sets

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

fism

Factored Item Similarity Models for Top-N Recommender System

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

fossil

Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation in R and Python

fpmc

Factoried Personalized Markov Chains for Next Basket Recommendation in R and Python

gp-gan

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending

hadleyverse

Docker image providing RStudio + rmarkdown/pandoc/latex + R package ecosystem from Hadley Wickham

imdb-recommender-system

IMDb Movie Rating Bayesian Model

language-model

Generating Movie Reviews in Korean with Trigram Language Model

lcars

Location-Content-Aware Recommender System in Python and R

lda-with-deep-learning

Implementation of Latent Dirichlet Allocation using a Deep Learning Model

microbats

patternator

Efficiently Recognize, Clean and Extract Features from the Continuous Dorsal Pattern of a Female Brown Anole Lizard (Anolis sagrei)

pdfs

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

pelican-themes

Themes for Pelican

pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

pos-taggers

Part-of-Speech Tagging Models in Python

predicting-mosquito-hotspots

State of the art prediction of mosquito hotspots and virus presence using machine learning and deep learning

pyesn

Echo State Networks in Python

raptr

Rapid and Pretty Things in R : A shiny graphical user interface for your favourite ggplot graphics in R

recommender-system

Some algorithms about traditional and social recommendation.

recommendersystems

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

rii

Fast and memory-efficient ANN with a subset-search functionality