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Dzianis Dus's Projects

darknet_scripts icon darknet_scripts

Auxilary scripts to work with (YOLO) darknet deep learning famework. AKA -> How to generate YOLO anchors?

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

deepautocontroller icon deepautocontroller

Build a deep autoencoder. Acoustically monitor the influence of the middle code layer using a Kork nanoKontroller2.

eegclassificationmcnn icon eegclassificationmcnn

Solution for EEG Classification via Multiscale Convolutional Net coded for NeuroHack at Yandex.

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

imgaug icon imgaug

Image augmentation for machine learning experiments.

inplace_abn icon inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

kapre icon kapre

kapre: Keras Audio Preprocessors

keras-one-cycle icon keras-one-cycle

Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

mo-labs icon mo-labs

BSUIR masters machine learning course

mo-labs-2 icon mo-labs-2

BSUIR Machine Learning labs: neural networks

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