Stars
UCI++: A huge collection of preprocessed datasets for supervised classification problems in ARFF format
Regression datasets from the UCI repository with standardized test-train splits.
A simple RBF Network using pytorch to save and load parameters
Pytorch RBF Layer implements a radial basis function layer in Pytorch. Radial Basis networks can be used to approximate functions.
an implementation of a Radial Basis Function Neural Network (RBFNN) for classification problem.
An implementation of the L2-SVM for breast cancer detection using the Wisconsin diagnostic dataset.
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
Multi-class SVM with RBF kernel for activity classification from UCI HAR dataset
Distributed learning for Grid Spectral Mixture (GSM) kernel
An exercise in predicting whether a person will accept the coupon recommended to them in different driving scenarios using various machine learning models, including K Nearest Neighbour, Decision T…
Implemented Multi-Class and Multi-Label classification on UCI's Anuran Calls (MFCCs) dataset using Support Vector Machines and K-Means Clustering with Monte-Carlo Simulation. Also, applied SMOTE to…
Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".
This repository contains code to perform model-based sufficient dimension reduction via kernel exponential families. Main results are published in:
Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning
Squared Non-monotonic Probabilistic Circuits
a python framework to build, learn and reason about probabilistic circuits and tensor networks
Code and supplemental material for "Sum-Product Autoencoding: Encoding and Decoding Representations using Sum-Product Networks"
This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.
source code of NAACL2021 "PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols“ and ACL2021 main conference "Neural Bilexicalized PCFG Induction"
This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers
Theano implementation of CTC.
A repository for completing the InfOS coursework tasks