denmoroz

deep-learning-seminars

Introduction to deep learning (seminars in form of iPython Notebooks)

coremltools

Converter tools for Core ML.

darknet

Convolutional Neural Networks

darknet_scripts

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

EEGClassificationMCNN

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

imgaug

Image augmentation for machine learning experiments.

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

inplace_abn

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

keras

Deep Learning for humans

Keras-inference-time-optimizer

Optimize layers structure of Keras model to reduce computation time

keras-one-cycle

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

labelImg

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

lectures

Oxford Deep NLP 2017 course

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

BSUIR masters machine learning course

mo-labs-2

BSUIR Machine Learning labs: neural networks

Netron

Visualizer for deep learning and machine learning models

openalpr

Automatic License Plate Recognition library

Practical_RL

A course in reinforcement learning in the wild

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

pytorch-yolo2

Convert https://pjreddie.com/darknet/yolo/ into pytorch

QuantizedNeuralNetworks-Keras-Tensorflow

Quantized Neural Networks - networks trained for inference at arbitrary low precision.

squeezeDet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

swa

Stochastic Weight Averaging in PyTorch

ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

WassersteinGAN

YOLO-CoreML-MPSNNGraph

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

YSDA_deeplearning17

Yandex SDA classes on deep learning. Version of year 2017