Sundeep Teki's repositories
blocks
A Theano framework for building and training neural networks
bqplot-binder
Deployment of bqplot on mybinder.org
ca_source_extraction
Matlab implementation of a source extraction and spike inference algorithm for large scale calcium imaging data analysis, based on a constrained matrix factorization approach.
datasharing
The Leek group guide to data sharing
decoding-workshop-2015
Experiments in audio texture synthesis for the Paris Workshop on Decoding of Sound and Brain
descent
First-order optimization tools
docker
Docker - the open-source application container engine
example
Example showing how to run the KlustaSuite on a raw dataset.
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
ipykernel
IPython Kernel for Jupyter
keras
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
Lasagne
Lightweight library to build and train neural networks in Theano
lstm-g
An implementation of a generalized version of the Long Short-Term Memory neural network architecture and algorithm, one of the most powerful supervised machine learning methodologies.
minibook-2nd-code
Code of the IPython Minibook, 2nd edition (2015)
neural-storyteller
A recurrent neural network for generating little stories about images
neurofinder
Benchmarking platform and competition for source extraction from imaging data
nolearn
Abstractions around neural net libraries, most notably Lasagne.
ocropy
Python-based tools for document analysis and OCR
podoc
Minimalistic pure Python pandoc companion (not ready for public use yet)
PredictionIO
PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.
pyRiemann
Python package for covariance matrices manipulation and Biosignal classification
smartlearner
SMART-Learner is a machine learning library built with researchers in mind.
spark
Mirror of Apache Spark
specification
NWB format specification and schema.
tensorflow
Open source software library for numerical computation using data flow graphs.
tmpnb
Creates temporary Jupyter Notebook servers using Docker containers.
xgboost
Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.