March 19, 2022 Filter

CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks

This repository provides a reference implementation of CFGAN as described in the following papers: CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks Dong-Kyu Chae, Jin-Soo Kang, Sang-Wook Kim, and Jung-Tae Lee 27th ACM Int’l Conf. on Information and Knowledge Management (CIKM 2018) Overview of CFGAN Authors Requirements The code has been tested running under Python 3.5. The required packages are as follows: Basic Usage Cite We encourage you to cite our paper if you have used the […]

February 18, 2022 Filter

Library to play with filtering numeric sequences by sums of their pairs, triplets, etc. With a bonus CLI demo

A library to play with filtering numeric sequences by sums of their pairs, triplets, etc. Comes with a bonus CLI to demo the functionality. Requires (and CI tests on) python 3.8 to 3.10.If you need to use python 3.7 then try replacingmath.prod(some_iterable) with functools.reduce(lambda x, y: x * y, some_iterable) Approach We’re thinking of this mostly as a library with the CLI as only for demo purposes.Ways you can see this in the code: logging should really handled by the […]

January 4, 2022 Filter

Book Item Based Collaborative Filtering

Collaborative filtering methods are used to determine a user’s level of interest in any product and to make recommendations by filtering products accordingly. Product-based filtering, on the other hand, is a method that detects product similarities based on user votes. That is to say, for example, there are movies that show a similar liking structure with a movie that the person watches by being removed from being an object of the method. Similar movies can be found by finding similar […]

August 9, 2021 Filter

PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose Tracking

PoseRBPF PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose Tracking Citing PoseRBPF If you find the PoseRBPF code useful, please consider citing: @inproceedings{deng2019pose, author = {Xinke Deng and Arsalan Mousavian and Yu Xiang and Fei Xia and Timothy Bretl and Dieter Fox}, title = {PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose Tracking}, booktitle = {Robotics: Science and Systems (RSS)}, year = {2019} } @inproceedings{deng2020self, author = {Xinke Deng and Yu Xiang and Arsalan Mousavian and Clemens Eppner […]