Evgeny Avdotin's starred repositories
coursera_ml_da_specialization
Coursera Specialization: Machine Learning and Data Analysis (Yandex & MIPT)
pytorch-lifestream
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
vk-comments-filter
Расширения для фильтрации комментариев ВКонтакте по ключевым словам и списку ботов
awesome-mlp-papers
Recent Advances in MLP-based Models (MLP is all you need!)
MLP-Mixer-Pytorch
Pytorch reimplementation of the Mixer (MLP-Mixer: An all-MLP Architecture for Vision)
flopco-pytorch
FLOPs and other statistics COunter for Pytorch neural networks
papers-we-love
Papers from the computer science community to read and discuss.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
specific-crm
A CRM system for managing students in a specific scenario
random-fourier-features-slam
Python implementation of the paper Random Fourier Features based SLAM (https://arxiv.org/pdf/2011.00594.pdf)
skoltech_thesis_template
This is an unofficial LaTeX template for MSc thesis in Skoltech.
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
NEUROML2021
Skoltech, Term1 Fall course
ml-interviews
My solutions for Home Assignments for Machine Learning Job Interviews.
Cross-Lingual-Voice-Cloning
Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.
Multilingual_Text_to_Speech
An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.