Mathusuthan Kannan's repositories
action-recognition-visual-attention
Action recognition using soft attention based deep recurrent neural networks
ai_notes
machine learning/artificial intelligence notes
algovis
collection of projects and links about algorithm visualization
autograd
Efficiently computes derivatives of numpy code.
AWSGPU_DeepLearning
Code to setup AWS GPU instance to run Daniel Nouri's Facial Keypoints competition
bigdata-2016w
CS 489/698 Big Data Infrastructure (Winter 2016) at the University of Waterloo
bosen
Petuum's Bosen project
ceres-solver
A nonlinear least-squares minimizer
Crepe
Character-level Convolutional Networks for Text Classification
datashader
Bin based rendering toolchain
deep-residual-networks
Deep Residual Learning for Image Recognition
DMTK
Microsoft Distributed Machine Learning Tookit
FP101x-Content-2015
FP101x - Functional Programming MOOC 2015 Content Repository
framework
Machine learning, computer vision, statistics and general scientific computing for .NET
h2o-3
Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, GBM, GLM...)
h2o-world-2015-training
Tutorials and training material
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
machineJS
Automated machine learning- just give it a data file!
Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
multiverso
Parameter server framework for distributed machine learning
or-tools
Google's Operations Research tools
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
PredictionIO
PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
skflow
Simplified interface for TensorFlow (mimicking Scikit Learn)
systemml
IBM's SystemML Machine Learning
tensorflow
Open source software library for numerical computation using data flow graphs.
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow