January 12, 2020

[R] [D] Tensorflow vs. PyTorch for research?

I intend to use one of these frameworks for research purposes, where I will be writing many custom training loops, playing with the network architecture a […]
January 12, 2020

[D] How to refresh ML knowledge foundations?

TL;DR: ML knowledge suffers catastrophic forgetting 🙂 what's your advice for solid refreshing without getting bored? I have solid mathematics background from university and grateful to […]
January 13, 2020

[D] Video Analysis: Go-Explore: a New Approach for Hard-Exploration Problems https://youtu.be/EbFosdOi5SY

https://youtu.be/EbFosdOi5SY This algorithm solves the hardest games in the Atari suite and makes it look so easy! This modern version of Dijkstra's shortest path algorithm is […]
January 13, 2020

[D] Dealing with garbage in a sequence classification task

I am doing a sequence classification task with deep learning, where the sequence is highly dimensional. I have a continuous sequence containing labels per time step, […]