Séb Arnold

dist_tuto.pth. Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial

lstms.pth. PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

randopt. Streamlined machine learning experiment management.

igt.pth. Official PyTorch code release for Implicit Gradient Transport, NeurIPS'19

sync-paperpile-notion. Sync changes in Paperpile to a Notion database.

shapechanger. Transfer Learning Environments

plotify. Best practices and sane defaults for Matplotlib.

drl.pth. Implementation of Policy Gradient algorithms in PyTorch. (Sequential, Distributed sync + async)

sobolev.pth. Small scale replication of Sobolev Training for NNs

mpi4pycuda. Wrapper to use mpi4py with pyCUDA

learn2learn. PyTorch Meta-learning Framework for Researchers

EKFAC-pytorch. Repository containing Pytorch code for EKFAC and K-FAC perconditioners.

pytorch-ddpg-naf. Implementation of algorithms for continuous control (DDPG and NAF).

qrl. Code for "Policy Learning and Evaluation with Randomized Quasi-Monte Carlo"

specialists. Code for ArXiv/1609.03666

colloquium_310. Files created for the colloquium

dtrpo.tf. Accelerated and Distributed TRPO

gsoc15-demo. Demo code for GSoC 15

planktonChallenge. The Kaggle challenge for plankton recognition

cdn. Personal CDN

meritocracy. Experiments on meritocratic behaviours

convnetjs. Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

dist_blog. Distributed Optimization Blog Post

conjugate-gradient-newton. Comparison of Gradient Descent, Newton's Method, and Conjugate Directions Algorithm

Arduino-Chrono. An Arduino-based chronometer for Tooski