expectation-maximization topic
funq
Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"
pycpd
Pure Numpy Implementation of the Coherent Point Drift Algorithm
Text-Analysis
Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.
Bayesian-Methods-for-Machine-Learning
Bayesian Methods for Machine Learning
DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...
Color-Segmentation-using-GMM
GMM-EM-Python
Python implementation of EM algorithm for GMM. And visualization for 2D case.
Fast-Dawid-Skene
Code for the algorithms in the paper: Vaibhav B Sinha, Sukrut Rao, Vineeth N Balasubramanian. Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. KDD WISDOM 2018
learnable-opinion-dynamics
Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"