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124 search results found

Awesome Bayes Nets ⭐ 9

⚗️ A curated list of Books, Research Papers, and Software for Bayesian Networks.

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

Bayesian Logistic Regression with Hyper-LASSO priors

Bayesian_irl ⭐ 8

Bayesian Inverse Reinforcement Learning with simple environments

Bayesian Methods For Machine Learning ⭐ 8

Bayesian Methods for Machine Learning

Machinelearningalgos ⭐ 7

Personal reimplementation of some ML algorithms for learning purposes

AISTATS 2016. K2-ABC: Approximate Bayesian Computation with Kernel Embeddings.

Simple Linear Regression ⭐ 7

A python implementation of linear regression algorithm. (including Maximum Likelihood, Maximum a posterior, Bayesian)

Fake Data For Learning ⭐ 7

Sample interesting fake data for machine and human learning

Mcx Infer ⭐ 7

[Experimental] Bayesian machine learning with MCX.

Stochannpy ⭐ 7

StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.

Machine Learning And Statistics Repos ⭐ 6

Useful list of Machine Learning And Statistics Repositories

Integratedlearner ⭐ 6

Integrated Machine Learning for Multi-omics Classification and Prediction

Normalizingflownetwork ⭐ 6

Bayesian and ML Implementation of the Normalizing Flow Network (NFN)

Bayesianopttools ⭐ 6

Bayesian Optimization and Uncertainty Analyses Tools

Bayesian Non-Parametric Image Segmentation using HDP-MRF

Winterconfhemavan2019 ⭐ 6

Material for my 'Bayesian Machine Learning' lectures at the Winter Conference in Statistics, Hemavan, Sweden, March 11-14, 2019.

Efficient online variational Bayesian inference algorithms for common machine learning tasks. Includes mixture models (like GMMs) and admixture models (like LDA). Implemented in Python.

Coursera Aml3 Bayesian Methods ⭐ 6

Coursera, Advanced Machine Learning specialization, course 3: Bayesian Methods for Machine Learning

Bitcoin Prediction ⭐ 6

Predicting Bitcoin Price Variations using Bayesian Regression

Winter Term Project 2018

Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction' - AAAI

Gaussian Process tiny explorer

A probabilistic learning approach to UWB ranging error mitigation

Eece5644 Machine_learning ⭐ 5

Graduate course on Machine Learning in Northeastern University

Neurosymbolic Tinyml ⭐ 5

TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

Bayesian Stat Machine Learning ⭐ 5

"Bayesian Statistics & Machine Learning" Reading Group at Northwestern Statistics

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