Scitator

Head of AI Research. Creator of Catalyst, Animus, and beyond

@catalyst-team

Pinned Repositories

catalyst
Accelerated deep learning R&D
Language:Python3.2k 45 354385
animus
Minimalistic framework to run machine learning experiments.
Language:Python26 2 00
catalyst-examples
Examples
Language:Jupyter Notebook54 3 05
catalyst-rl-framework
Catalyst.RL: A Distributed Framework for Reproducible RL Research
Language:Python38 4 03
kittylyst
A tiny Catalyst-like experiment runner framework on top of micrograd.
Language:Jupyter Notebook52 6 01
rl-course-experiments
Language:Jupyter Notebook77 8 123
Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Language:Python84 6 314
run-skeleton-run-in-3d
NeurIPS 2019: Learn to Move - Walk Around, 2nd place solution
Language:Python17 3 01
CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
Language:Python984 15 28112
etna
ETNA – Time-Series Library
Language:Python845 8 55078

Scitator's Repositories

Scitator/Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Language:Python84 6 314
Scitator/kittylyst
A tiny Catalyst-like experiment runner framework on top of micrograd.
Language:Jupyter Notebook52 6 01
Scitator/neurips-18-prosthetics-challenge
NeurIPS 2018: AI for Prosthetics Challenge – 3rd place solution
Language:Python31 2 05
Scitator/animus
Minimalistic framework to run machine learning experiments.
Language:Python26 2 00
Scitator/RL-intro
Language:Jupyter Notebook23 3 05
Scitator/run-skeleton-run-in-3d
NeurIPS 2019: Learn to Move - Walk Around, 2nd place solution
Language:Python17 3 01
Scitator/workflow
ML project workflow
Language:Python7 2 02
Scitator/exp
Experiment Template
Language:Python4 1 02
Scitator/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
4 1 01
Scitator/acme
A library of reinforcement learning components and agents
Language:Python1 1 0
Scitator/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Language:Jupyter Notebook1 1 0
Scitator/recmetrics
A library of metrics for evaluating recommender systems
Language:Jupyter Notebook1 1 01
Scitator/sirius-ml
Language:Jupyter Notebook1 2 0
Scitator/ultimate_posts
Ultimate posts for opendatascience telegram channel
1 1 0
Scitator/2020-hack
Language:Jupyter Notebook2 02
Scitator/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Language:Python1 01
Scitator/AdamP
Slowing Down the Weight Norm Increase in Momentum-based Optimizers
Language:Python1 0
Scitator/animus-101-post
1 0
Scitator/blog-2021-sa
2 0
Scitator/catalyst21-post-pics
Language:Python2 0
Scitator/catalyst22-post-pics
Language:Python2 0
Scitator/doccano
Open source text annotation tool for machine learning practitioner.
Language:Python1 0
Scitator/fastai
The fastai deep learning library, plus lessons and tutorials
Language:Jupyter Notebook2 0
Scitator/MILC
MILC on ICA components
Language:Jupyter Notebook1 0
Scitator/MONAI
AI Toolkit for Healthcare Imaging
Language:Python1 0
Scitator/optuna
A hyperparameter optimization framework
Language:Python1 0
Scitator/pep8speaks
A GitHub :octocat: app to automatically review Python code style over Pull Requests
Language:Python1 0
Scitator/pytorchvideo
A deep learning library for video understanding research.
Language:Python1 0
Scitator/RecSys2019_DeepLearning_Evaluation
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
Language:Python1 01
Scitator/web-pics
Diff pics from the web
2 0