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Soledad's Projects

libsgm icon libsgm

Stereo Semi Global Matching by cuda

libzmq icon libzmq

ZeroMQ core engine in C++, implements ZMTP/3.0

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lrf_code icon lrf_code

latent regression forest for hand pose estimation

lstm icon lstm

LSTM Neural Network in Python and Cython, used for language modelling

lstm-1 icon lstm-1

Minimal, clean example of lstm neural network training in python, for learning purposes.

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

lstmvis icon lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

machinelearning icon machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

mallick_cascades icon mallick_cascades

A repository of minified HAAR and LBP cascades. The performance is identical to OpenCV cascades but the file sizes are way smaller.

mario-ai icon mario-ai

Playing Mario with Deep Reinforcement Learning

mask-rcnn icon mask-rcnn

Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf

matmul icon matmul

Benchmarking matrix multiplication implementations

mc-cnn icon mc-cnn

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

mdnet icon mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

metrics icon metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

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