Pinned Repositories
artificial-intelligence
Repository containing the projects produced while on the Artificial Intelligence course at Aalto University.
Artificial-Intelligence-and-Machine-Learning
Algorithm implementations and homework solutions for the Stanford's online courses
awesome-deep-vision
A curated list of deep learning resources for computer vision
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
candisc
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
canonical-correlation-analysis
This project implements canonical correlation analysis between two data matrices. I first create the latent dimensions between the two data matrices. Then I use Kmeans and hierarchical clustering on principal component to group individuals using the latent dimensions and the distance created by the canonical analysis. Last step, I give a profiling of the different groups using descriptive statistics and provide an automated method to export the results.
Canonical-Correlation-and-its-Variants
This repository has the code for the Canonical Correlation and its Variants : found at the paper "Cluster Canonical Correlation Analysis"
Canonical_Correlation_Function
jamieon's Repositories
jamieon/artificial-intelligence
Repository containing the projects produced while on the Artificial Intelligence course at Aalto University.
jamieon/candisc
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
jamieon/canonical-correlation-analysis
This project implements canonical correlation analysis between two data matrices. I first create the latent dimensions between the two data matrices. Then I use Kmeans and hierarchical clustering on principal component to group individuals using the latent dimensions and the distance created by the canonical analysis. Last step, I give a profiling of the different groups using descriptive statistics and provide an automated method to export the results.
jamieon/Canonical-Correlation-and-its-Variants
This repository has the code for the Canonical Correlation and its Variants : found at the paper "Cluster Canonical Correlation Analysis"
jamieon/Canonical_Correlation_Function
jamieon/CCA-Ob-and-Laptev
Script that performs canonical correlation analysis as a forecasting method for melt onset in the Laptev Sea
jamieon/DBI
A database interface (DBI) definition for communication between R and RDBMSs
jamieon/DCCA
An implementation of Deep Canonical Correlation Analysis (DCCA) in Keras with tf backend.
jamieon/deep-learning
This repository contains my solutions to exercises of the course Deep Learning, which provided an in-depth learning experience to concepts of and different neural networks along with their architectures encountered in the realm of deep learning. Some of the code segments were provided as templates by the course. For anyone interested learning more about programming parallel computers, I highly recommend one to take a look at Deep Learning course in Aalto University.
jamieon/DeepCCA
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.
jamieon/DeepCCA-1
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.
jamieon/deepcca-2
a python code for deep canonical correlation analysis (dcca) written using numpy
jamieon/DeepLearning
Deep Learning course in Aalto University
jamieon/DeepLearningPython
Course material for CS-EJ3311 Deep Learning with Python
jamieon/ForecastingPrinciplePractices
Forecasting: Principles and Practice (2nd ed)
jamieon/fuzzyreg
:exclamation: This is a read-only mirror of the CRAN R package repository. fuzzyreg — Fuzzy Linear Regression
jamieon/labs
Rmd source files for the HarvardX series PH525x
jamieon/MachineLearningPython
Course material for CS-EJ3211 Machine Learning with Python offered at Aalto University and fitech.io
jamieon/mgcca
Generalized Canonical Correlation Analysis with possible missing data
jamieon/mica-deep-mcca
Deep Multiset Canonical Correlation Analysis - An extension of CCA to multiple datasets
jamieon/mindsdb
Predictive AI layer for existing databases.
jamieon/mixedCCA
R package for sparse canonical correlation analysis with mixed data types (continuous, binary, zero-truncated)
jamieon/py4e
Web site for www.py4e.com and source to the Python 3.0 textbook
jamieon/py4e-1
Python for Everybody codes
jamieon/pyrcca
Regularized kernel canonical correlation analysis in Python
jamieon/R-Examples
jamieon/Statistical_Learning_Basics
jamieon/swirl_courses
:mortar_board: A collection of interactive courses for the swirl R package.
jamieon/tdcca
Time-dependent Canonical Correlation Analysis
jamieon/VCCA-StudyNotes
Canonical Correlation Analysis, Variational CCA