Adrián Bazaga's Projects
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Materials for GWU DNSC 6279 and DNSC 6290.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
HEP Software Foundation github site
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Distributed training framework for TensorFlow, Keras, and PyTorch.
HumanMine - an InterMine with human genomic data
Data sources for HumanMine
Interactive Environment & Machine Learning Simulator (IEMLS) for scientific and educational purposes
Dynamic Result Table Library
A powerful open source data warehouse system
InterMine Data Browser: a tool for exploring semi-homogeneous biological datasets
A prototype tool/script for automatically creating Java converter code for the InterMine software from a given configuration file
A simple and modern Java and Kotlin web framework
Algorithms and data structures implemented in JavaScript with explanations and links to further readings
Joplin - a note taking and to-do application with synchronization capabilities for Windows, macOS, Linux, Android and iOS. Forum: https://discourse.joplinapp.org/
R Interface to Keras
A library of statistical distribution sampling and transducing functions
Production-Grade Container Scheduling and Management
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
A complete daily plan for studying to become a machine learning engineer.
Markov 2-dimensional random walk implementation. Language: Java. More info: https://en.wikipedia.org/wiki/Random_walk
Virtual Reality game for the Intelligent Interfaces subject, made with Unity Engine.
Models and examples built with TensorFlow
Multiuser chat using Shared Memory, for the Operating Systems subject. Language: C++. Using Qt