Pinned Repositories
Clinical-Depression-Study
Python data analysis and machine learning models for a clinical depression medication study.
Computer-Vision
CSE 527 Computer Vision - Fall 2017 - Stony Brook University
Deep-Q-network
Keras implementation of DQN for the MsPacman-v0 OpenAI Gym environment.
iceberg
A place to meet people and share projects
LogicalHMM
Probabilistic Prolog (PRISM) implementation of Logical Hidden Markov Model, a generalization of HMMs using logic variables.
Machine-Learning
CSE 512 Machine Learning - Spring 2017 - Stony Brook University
Neural-State-Classification
Neural network approach to the state classification problem using 1D CNNs implemented with Keras. (ATVA 2018)
Relation-Networks
Keras implementation of Relation Networks for Visual Question Answering using the CLEVR dataset.
Research-Proficiency-Examination
"Probabilistic Logic and Deep Learning" written as partial fulfillment for my Advancement to Candidacy as a PhD student at Stony Brook University.
Symbolic-Derivation-Diagrams
Prolog implementation of Ordered Symbolic Derivation Diagrams, a constraint-based probabilistic logical inference data structure. (TPLP 2018)
moduIo's Repositories
moduIo/Deep-Q-network
Keras implementation of DQN for the MsPacman-v0 OpenAI Gym environment.
moduIo/Relation-Networks
Keras implementation of Relation Networks for Visual Question Answering using the CLEVR dataset.
moduIo/iceberg
A place to meet people and share projects
moduIo/Neural-State-Classification
Neural network approach to the state classification problem using 1D CNNs implemented with Keras. (ATVA 2018)
moduIo/Clinical-Depression-Study
Python data analysis and machine learning models for a clinical depression medication study.
moduIo/Machine-Learning
CSE 512 Machine Learning - Spring 2017 - Stony Brook University
moduIo/Computer-Vision
CSE 527 Computer Vision - Fall 2017 - Stony Brook University
moduIo/Data-Science
CSE 519 Data Science - Fall 2017 - Stony Brook University
moduIo/Deep-Learning
Implementations of a variety of classic deep learning architectures for problems such as object recognition, sentiment analysis, word embeddings, etc.
moduIo/Deep-Learning-Book
Implementations for problems and examples found in "Hands-On Machine Learning with Scikit-Learn & Tensorflow"
moduIo/HAR-Analyzer
CSE 534 - Spring 2017: Measuring Mobile Centric Performance and Adoption Rates
moduIo/LogicalHMM
Probabilistic Prolog (PRISM) implementation of Logical Hidden Markov Model, a generalization of HMMs using logic variables.
moduIo/mininet
CSE 534 - Spring 2017 - Stony Brook University: Implementation of Distributed Bellman-Ford Distance Vector Protocol
moduIo/Research-Proficiency-Examination
"Probabilistic Logic and Deep Learning" written as partial fulfillment for my Advancement to Candidacy as a PhD student at Stony Brook University.
moduIo/SelfStabilization
Implementation of a probabilistic fault containment algorithm. Results presented in PACISE 2015.
moduIo/Symbolic-Derivation-Diagrams
Prolog implementation of Ordered Symbolic Derivation Diagrams, a constraint-based probabilistic logical inference data structure. (TPLP 2018)
moduIo/Web-Development
moduIo/Artificial-Intelligence
CSE 537 Artificial Intelligence - Fall 2016 - Stony Brook University
moduIo/Attention-LSTM
Implementation of an LSTM using attention for Recognizing Textual Entailment using the SICK dataset.
moduIo/cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
moduIo/DesignPatternsPHP
sample code for several design patterns in PHP
moduIo/Hadoop
Hadoop Practice
moduIo/Invoice-Processing
moduIo/Logic-Programming
CSE 505 Computing with Logic - Fall 2016 - Stony Brook University
moduIo/Morphobank
Implementation of a Morphobank file parser and learner for exploratory clustering of the data.
moduIo/P-99-Ninety-Nine-Prolog-Problems
My attempt at solving these problems found at http://www.ic.unicamp.br/~meidanis/courses/mc336/2009s2/prolog/problemas/
moduIo/Penn-Treebank-to-PRISM
Parses PCFG trees from Penn WSJ Corpus and translates results to PRISM programs for modeling.
moduIo/Spark-Projects
Practice projects using Spark and PySpark
moduIo/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
moduIo/TensorLog