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bi-firing-deep-networks2

budding-tree

Budding tree (code for ICPR22 2014 paper)

cs6850_hw

Homework code for CS6850 The structure of Information Networks

dispy_gibbs

fesn

functional echo state network

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graph_nn

Graph classification with Graph Convolutional Networks in PyTorch

hands-on-meta-learning-with-python

Hands-On Meta Learning with Python

mylucene

a project using lucene

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

numbskull

A distributed Gibbs sampling framework in C++ with MPI

pagerank

initial commit

pr_project

the project of pattern recognition

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

python

useful utils

python-recsys

A python library for implementing a recommender system

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-graphsage

Representation learning on large graphs using stochastic graph convolutions.

qinzhouspider

a simple spider based on yuki's spider see: http://www.cnblogs.com/yuki-lau/archive/2013/02/27/2934672.html

rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

sampler

DimmWitted Gibbs Sampler in C++ — ⚠️🚧🛑 REPO MOVED TO DEEPDIVE 👉🏿

scikit-learn-book

Source code for the "Learning scikit-learn: Machine Learning in Python"

social_ntwks

Repository with teaching materials for "Structural Analysis and Visualization of Networks" class

soft-tree

Soft Decision Trees (code for ICPR 21 paper)

spark-knn

k-Nearest Neighbors algorithm on Spark

theano_exercises

Exercises for my tutorials on Theano

wasavi

wasavi is an extension for Chrome, Firefox, and Opera. wasavi changes a textarea element to virtual vi editor which supports almost all the vi/ex commands.

zsh_config

my zsh configuration