mryab

efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

learning-at-home

"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation

dl-hse-ami

Deep Learning course materials (HSE, Faculty of Computer Science)

vmf_loss

PyTorch Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"

collaborative-training

cian-datafest2019

2nd place solution for cian.ru Data Fest 2019 competition

hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

mryab.github.io

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.