Symbolic mathematics for Bayesian modeling in PyMC3 and Theano
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Updated
Feb 22, 2019 - Python
Symbolic mathematics for Bayesian modeling in PyMC3 and Theano
a repo for basic model architecture
an artificial intelligence project to recognize american sign language
This repository focuses on applied probability for ML using theory, abstract topics and APIs.
Simulations of the first passage percolation on the square lattice
A probabilistic approach to measure genome similarity
An implementation of the latent Dirichlet allocation.
A probabilistic model to estimate salary expectation for the Italian market.
Data in support of... [title of manuscript]
Presenting the algorithm by Groote, Verduzco and de Vink to calculate all bisimilar states in a probabilistically labeled transition systems (PLTS).
Code for various probabilistic deep learning models
Random Forest Classifier to find items for sale on instagram
One of the most basic problems in NLP is part-of-speech tagging, in which the goal is to mark every word in a sentence with its part of speech (noun, verb, adjective, etc.). In this project we use bi-gram HMM model optimized using Veterbi algorithm to to tag all the words in an unseen corpus.
Advanced Methods for Synthesis of Probabilistic Programs
Traversal of robotic AI agents through mazes using Informed Search, Logical & Probabilistic Inference, and Machine Learning.
A tool for testing and analyzing randomness using random number generators, estimating π and visualizing results.
Implementation of a Markov Chain Monte Carlo (MCMC) algorithm that solves ciphers.
Neural natural language understanding system
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