Pinned Repositories
schedule_free
Schedule-Free Optimization in PyTorch
asynchronous_sgd
Code used for paper on Asynchronous SGD published at NeurIPS 2022
dave_rpg
global-newton
opt_methods
Benchmarking optimization methods on convex problems.
Plume_labs
prodigy
The Prodigy optimizer and its variants for training neural networks.
proxyprox
random_reshuffling
RR, SO, IG and SGD with logistic regression loss.
rr_prox_fed
Proximal and Federated Random Reshuffling
konstmish's Repositories
konstmish/prodigy
The Prodigy optimizer and its variants for training neural networks.
konstmish/opt_methods
Benchmarking optimization methods on convex problems.
konstmish/random_reshuffling
RR, SO, IG and SGD with logistic regression loss.
konstmish/asynchronous_sgd
Code used for paper on Asynchronous SGD published at NeurIPS 2022
konstmish/global-newton
konstmish/rr_prox_fed
Proximal and Federated Random Reshuffling
konstmish/dave_rpg
konstmish/Plume_labs
konstmish/proxyprox
konstmish/pytorch_optimizers
Stochastic optimizers in pytorch
konstmish/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
konstmish/intsgd
konstmish/konstmish.github.io
konstmish/MLSS-2017
MLSS 2017: Tutorial on Social Network Analysis
konstmish/optax
Optax is a gradient processing and optimization library for JAX.
konstmish/RBM
Restricted Boltzmann Machines
konstmish/schedule_free
Schedule-Free Optimization in PyTorch
konstmish/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs