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162 search results found

Music_recommendation ⭐ 10

contains the notebooks that I created for implementing probabilistic matrix factorization in PyTorch for music recommendation engine.

Selecting features as (network) nodes

Movie Recommendation System ⭐ 9

Contains code which covers various methods for recommending movies, some of the methods include matrix factorisation , deep learning based recommendation systems

Pytorch Rec ⭐ 9

Matrix_lecture ⭐ 9

高等工程数学/Advanced Engineering Mathematics

Vector_matrix_capsulegan ⭐ 9

Implementation in the framework of my bachelor thesis: Generative Modelling using Capsule Generative Adversarial Networks

Sompy_robust_clustering ⭐ 9

Modification of SOMPY repo with robust K-means clustering (bootstrapped SSE elbow method)

Jupyter Matrix Matrix ⭐ 9

A benchmark to see how many flops your kit can do

Algorithm for analytical contrast predictions of coronagraphs on segmented telescopes

Fetching and analyzing analyst recommenations on stocks

Implementation of dynamic origin-destination demand estimation

Deep_matrix_factorization ⭐ 8

Code for Implicit Regularization in Deep Matrix Factorization.

Mml Feature Learning ⭐ 8

Miami Machine Learning Meetup - Feature Learning with Matrix Factorization and Neural Networks

The Python wrapper for LowRankModels.jl.

code snippets with hacks and reusable components

Neural Network Iks ⭐ 8

Inverse kinematics for 2 degree of freedom planar robotic arm using feed forward neural network

Fastai Numerical Linear Algebra ⭐ 8

Connectivity Search Analyses ⭐ 8

hetnet connectivity search research notebooks (previously hetmech)

Eeg_microstates ⭐ 8

EEG microstate analysis

Graph recommender system

Action Recognition Kinect ⭐ 8

Human Action Recognition using Depthmap, Skeleton and Sensor data.

Ensemblepursuit ⭐ 7

Particlethompsonsamplingmab ⭐ 7

Multi-Arm Bandits for online recommendations via Particle Thompson Sampling with Probabilistic Matrix Factorization

Urban Activity Topics ⭐ 7

NNF topic modeling with hourly population data in Seoul

Onmf_ontf_ndl ⭐ 7

Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images

SuNBEaM, (s)pectral (n)on-(b)acktracking (e)igenvalue pseudo-(m)etric, a topological graph distance

Tanalysis ⭐ 7

A python 2.7+ and 3.4+ package for matrix product state decompositions in a data science context

Temporal Regularized Matrix Factorization

Phip Stat ⭐ 7

Analysis tools for PhIP-seq experiments

Topic Modeling With Non Negative Matrix Factorization Nmf ⭐ 7

Topic Modeling with Non-Negative Matrix Factorization (NMF)

Stravaboards ⭐ 7

Galvanize DSI Capstone Project

Least-squares estimation (regression analysis) using Python (statsmodels and Pandas)

Implementation of "DAGs with NO TEARS: Smooth Optimization for Structure Learning", by Zheng et al. (2018)

DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration

Python implementation of Bayesian Probabilistic matrix Factorization algorithm.

Random Matrix Theory For Pedestrians ⭐ 6

Advanced Lane Detection ⭐ 6

Demo project showcasing advanced computer vision lane detection techniques, road curvature and offset from center of lane estimation.

Ece671_math_of_signals_systems ⭐ 6

Poketaipu ⭐ 6

Final Project for EECS 600, Deep Learning @CWRU

Improvement Of Quantum Circuits Using H U H Sandwich Technique With Diagonal Matrix Implementation ⭐ 6

Music_recom ⭐ 6

Hybrid music recommender system

SSNMF models and multiplicative update methods.

A multidimensional scaling (MDS) and landmark multidimensional scaling (LMDS) implementation

Segmentation Covid 19 ⭐ 6

Motifanalysis ⭐ 5

Refresher Course ⭐ 5

Jupyter Notebooks for practical sessions of the "Refresher Course in Matrix Analysis and Numerical Optimization" at Université Grenoble Alpes

Mpnum Examples ⭐ 5

Matrix product states with Python -- examples from quantum physics

Simplex Method Python Example ⭐ 5

Mitra is Matrix library in python for mathematical Matrix operation. It supports variety of Matrix functions like Transpose, Inverse etc.

Cs224w Traffic ⭐ 5

Course project for cs224w

Comet Pytorch ⭐ 5

COMET(Chemically Omnipotent Molecular Encoder from Transformer). Pre-trained GCN molecular encoder with atom-masking pre-training tasks

Linearclassifierforimage ⭐ 5

Uses matrix multiplication of linear regression to predict whether an image is cat or a dog

Thyfriendmyfriend ⭐ 5

Implementation of the NIPS'17 paper titled "Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation"

Cs Games 2018 Google Challenge Tensorflow ⭐ 5

Knu_datascience101 ⭐ 5

경북대학교 IT대학 컴퓨터학부 데이터과학기초(2018년2학기) 강의예제코드

Code accompanying the paper "Discriminative Clustering with Representation Learning for any Ratio of Labeled to Unlabeled Data"

Kaggle Meetup Heatmap ⭐ 5

Group Movie Recommender System ⭐ 5

Matrix Factorization based Movie Recommender System for group of users.

Linear Algebra for Machine Learning Book Exercises

Automatic Panoramic Image Stitching ⭐ 5

Automatic Panoramic Image Stitching using SIFT detector and descriptor, RANSAC algorithm for best-fit homograpy, linear blending

Principal Component Analysis ⭐ 5

This project demonstrates the mathematics behind dimensionality reduction using Principal Component Analysis performed on MNIST dataset from sklearn.

Kaggle Short Answer Scoring ⭐ 5

This Repository Contains My Work On Kaggle-Essay-Scoring Challenge

Bayesian Non-negative Matrix Factorization

Nmtf Drugrepositioning ⭐ 5

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