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atom

:atom: The hackable text editor

clrs

Some exercises and problems in Introduction to Algorithms 3rd edition.

cola

CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

consensus-based-saddle-point-subgradient-algorithm

cvx

A MATLAB system for disciplined convex programming

cvxpy

A Python-embedded modeling language for convex optimization problems.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

destructive-deep-learning

Destructive deep learning estimators and functions that are compatible with scikit-learn.

disropt

DISROPT: a python framework for distributed optimization

distributed-opt-global-coupling

distributed-opt-playground

doodle

Just smell a little better than trash ...

drd

DRD model described in Wu et.al, 2014

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

estellehuang666.github.io

gastricmri

Image processing pipeline for gastric MRI data

gcn_metric_learning

Metric Learning with Graph Convolutional Neural Networks

genericobjectdecoding

Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.

gmm

Variational Inference in Gaussian Mixture Model

gnn_hierarchical_pooling

Graph Neural Network with Hierarchical Pooling for PyTorch: "Hierarchical Graph Representation Learning with Differentiable Pooling".

gradient_analysis

graph_nets

Build Graph Nets in Tensorflow

graphsage-simple

Simple reference implementation of GraphSAGE.

graphtime

Encoding of transition probabilities with undirected graphical models

gsp_structuraldecouplingindex

Code to compute and test structural decoupling index (Preti & Van De Ville 2019)

jgl

:exclamation: This is a read-only mirror of the CRAN R package repository. JGL — Performs the Joint Graphical Lasso for Sparse Inverse Covariance Estimation on Multiple Classes

mapalign

Diffusion map based embedding and alignment

mfgnet.jl

A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

mini_transformer

The implement of Universal Transformer model with translation task. This project is a simplified version of Tensor2Tensor with TensorFlow Eager.