samghelms

FluidFramework

Library for building distributed, real-time collaborative web applications

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

ars-reparameterization

Source code for Naesseth et. al. "Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms" (2017)

pdf.js

PDF Reader in JavaScript

epubjs-reader

Epub.js Reader

epubjs-rn

EpubJS React Native Example

epub.js

Enhanced eBooks in the browser.

tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

netflix_als

Simple Alternating Least Squares (ALS) recommender implementation for the Netflix dataset

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

DETM

variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae-cf-pytorch

Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch

NBVAE

Negative-Binomial VAE for discrete data

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

Surprise

A Python scikit for building and analyzing recommender systems

prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

dagster

An orchestration platform for the development, production, and observation of data assets.

slouch

A JS client for CouchDB that does the heavy lifting

react-nodegui

Build performant, native and cross-platform desktop applications with native React + powerful CSS like styling.🚀

dtm

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

figaro

Figaro Programming Language and Core Libraries

torch-es

Double Seasonal Exponential Smoothing using PyTorch + ES-RNN capabilities on top

probtorch

Probabilistic Torch is library for deep generative models that extends PyTorch

Pandas-Bokeh

Bokeh Plotting Backend for Pandas and GeoPandas

variational-text-tensorflow

TensorFlow implementation of Neural Variational Inference for Text Processing

disentangled_vae

Replicating "Understanding disentangling in β-VAE"

Beta-VAE

Pytorch implementation of β-VAE