dmitriy-serdyuk

arxiv2kindle

A simple script to recompile arxiv papers into kindle-like format

carat

A library for numerical and scientific computation.

simple_experiment

test-shub

Test singularity hub

abstreet

A traffic simulation game exploring how small changes to roads affect cyclists, transit users, pedestrians, and drivers.

arg

Argparser generator for declarative style configurations

blocks

bokeh

Interactive Web Plotting for Python

cortex

A machine learning library for PyTorch

ddst

My zsh theme

dmitriy-serdyuk.github.io

Github io page (outdated, now moved to gitlab)

dotfiles

einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

frmwk

hugo-academic

The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:

ift6758.github.io

kaldi

kaldi-sing

kaldi-singularity

Large-Scale-VRD.pytorch

Implementation for the AAAI2019 paper "Large-scale Visual Relationship Understanding"

MONet-pytorch

Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"

neuraltalk2.pytorch

image captioning model in pytorch(finetunable cnn in branch "with_finetune")

orion

Asynchronous Distributed Hyperparameter Optimization for Deep Neural Networks. Previously known as hyperopt or metaopt.

pase

Problem Agnostic Speech Encoder

prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

pyenv

Simple Python version management

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

travis-ci

an example builder to build a container with Travis CI, and push to a Singularity Registry Server (or other endpoint)