yselivonchyk

Tensorflow_WhatWhereAutoencoder

Stacked What-Where Auto-encoders implementation wiht Tensorflow

TensorFlow_DCIGN

Deep Convolutional Inverse Graphics network (DCIGN) implementation with Tensorflow

tensorflow_utils

Useful hacks and utils typically hidden in dark corners of documentation pages and source code at a hand reach.

4212_BigData

Data Science and Big Data course exercises.

amazon-sagemaker-script-mode

Amazon SageMaker Script Mode examples

caffe

Caffe: a fast open framework for deep learning.

cs344

Introduction to Parallel Programming class code

Experimental

deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

DeepLearningExamples

Deep Learning Examples

dlrm

An implementation of a deep learning recommendation model (DLRM)

docs

TensorFlow documentation

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

foam

A personal knowledge management and sharing system for VSCode

gaggiuino

A Gaggia Classic control project using microcontrollers.

gradient-checkpointing

Make huge neural nets fit in memory

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

MS_thesis

LaTeX files related to master thesis. Created for Master of Science in Computer Science program at University of Bonn. Topic "Solving localization problem in first person computer games with deep learning"

PlotNeuralNet

Latex code for making neural networks diagrams

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

RFF_SVM

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

Tensorflow_DeepPyramidalResidualNet

Implementation of Deep Pyramidal Residual Net with TensorFlow (tensorpack)

Tensorflow_DenseNet

tensorpack

A Neural Net Training Interface on TensorFlow

tf.experiments

torch-ccl

PyTorch bindings for oneCCL

ViZDoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.

yselivonchyk.github.io