naviddianati
Physics PhD with a range of research interests in applied mathematics, scientific computing, algorithms, network analysis and machine learning.
Broad Institute of Harvard and MITUnited States
Pinned Repositories
BabbleBot
Text synthesis bot that learns from a given text corpus using an LSTM-based deep neural network and produces new text given a "seed" prompt.
BiMent
Maximum entropy significance measure/filtering algorithm for bimodal affiliation graphs
clustering-validation
d3-force
Force-directed graph layout using velocity Verlet integration.
DeepL1000
Deep learning framework for predicting mechanism of action of test compounds based on L1000 differential gene expression profiles of FDA approved drugs. Full data prep, training, testing, validation and analysis stack.
FEC
graph-anim
generate a 3D animation of graphs.
GraphPruning
Package for "pruning" weighted complex networks based on the Marginal Likelihood Filter.
MortgageVis
Simple tool for calculating and visualizing costs associated with a mortgage
python-reveal
Python API for creating browser-based reveal.js presentations.
naviddianati's Repositories
naviddianati/GraphPruning
Package for "pruning" weighted complex networks based on the Marginal Likelihood Filter.
naviddianati/python-reveal
Python API for creating browser-based reveal.js presentations.
naviddianati/BiMent
Maximum entropy significance measure/filtering algorithm for bimodal affiliation graphs
naviddianati/graph-anim
generate a 3D animation of graphs.
naviddianati/FEC
naviddianati/simpleseq2seq
A somewhat customizeable implementation of a seq2seq model based on a keras.io example
naviddianati/BabbleBot
Text synthesis bot that learns from a given text corpus using an LSTM-based deep neural network and produces new text given a "seed" prompt.
naviddianati/clustering-validation
naviddianati/d3-force
Force-directed graph layout using velocity Verlet integration.
naviddianati/DeepL1000
Deep learning framework for predicting mechanism of action of test compounds based on L1000 differential gene expression profiles of FDA approved drugs. Full data prep, training, testing, validation and analysis stack.
naviddianati/MortgageVis
Simple tool for calculating and visualizing costs associated with a mortgage
naviddianati/FlightPatterns
naviddianati/gnuplot-colorguide
This script generates pdf files that display all the named colors defined by Gnuplot at various alpha values (requires version >= 4.7)
naviddianati/igraph
Library for the analysis of networks
naviddianati/NAB
naviddianati/network-models
naviddianati/UM-dissertation
A Latex and Lyx template for doctoral dissertations that conforms to the guidelines of the Rackham Graduate School of the University of Michigan.