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Binyam's Projects

bob icon bob

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland.

clickmodels icon clickmodels

ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from past observations. This project is aimed to deal with click models used in Information Retrieval (see next README.md) and intended to be easy-to-read and easy-to-modify. If it's not, please let me know how to improve it :)

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

cs344 icon cs344

Introduction to Parallel Programming class code

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

demos icon demos

Demos and tutorials around Torch7.

dp icon dp

A deep learning library for streamlining research and development using the Torch7 distribution.

fbcunn icon fbcunn

Facebook's extensions to torch/cunn.

hebmorph icon hebmorph

This is an open-source effort for making Hebrew properly searchable by various IR software libraries, while maintaining decent recall, precision and relevancy in retrievals. Includes Hebrew Analyzer for Lucene, and already produces results for Hebrew texts which are much better than the default Lucene implementation. Available for Java and .NET / Mono.

htmcla icon htmcla

A C++ implementation of Numenta's Hierarchical Temporal Memory (HTM) Cortical Learning Algorithm (CLA). Uses Qt for user interface.

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-vis icon keras-vis

Neural network visualization toolkit for keras

memnn icon memnn

Memory Networks implementations

oryx icon oryx

Simple real-time large-scale machine learning infrastructure.

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