2019

Open Source frameworks

Results of the year: engineering and tools.

Catalyst.RL - Learn to Move - Walk Around 2nd place solution

Catalyst – accelerated DL & RL

Alchemy

Experiments logging & visualization

Catalyst.DL – fast & reproducible DL

Deep Learning requires a lot of experiments, models, and hypotheses testing. In this talk, I will tell you about Catalyst.DL - a library for simplifying the development of deep learning solutions.

Catalyst.RL - NeurIPS 2019: Learn to Move - Walk Around

Catalyst.DL – reproducible DL research framework

NeurIPS RL 2019 challenge

2nd place solution for NeurIPS RL 2019 challenge

Deep RL Contests

Catalyst.DL – reproducible DL research framework