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19 repositories

etna
Public archive
ETNA – Time-Series Library
python machine-learning timeseries
python machine-learning timeseries deep-learning time-series forecasting
Python
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Apache License 2.0
•86•882•42•7•Updated Aug 9, 2023Aug 9, 2023
ReBRAC
Public archive
Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC
reinforcement-learning offline-reinforcement-learning
reinforcement-learning offline-reinforcement-learning
Jupyter Notebook
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Apache License 2.0
•8•62•0•0•Updated Aug 3, 2023Aug 3, 2023
CORL
Public archive
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,…
reinforcement-learning gym offline-reinforcement-learning
reinforcement-learning gym offline-reinforcement-learning d4rl
Python
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Apache License 2.0
•163•1.3k•2•2•Updated Aug 3, 2023Aug 3, 2023
katakomba
Public archive
Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)
Python
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Other
•2•77•0•0•Updated Jun 23, 2023Jun 23, 2023
.github
Public archive
0•0•0•0•Updated May 31, 2023May 31, 2023
palbert
Public archive
Code for the paper "PALBERT: Teaching ALBERT to Ponder", NeurIPS 2022 Spotlight
glue albert bert
glue albert bert roberta pondernet
Python
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Apache License 2.0
•1•37•0•0•Updated Apr 8, 2023Apr 8, 2023
d4rl
Public archive
A benchmark for offline reinforcement learning.
Python
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Apache License 2.0
•304•4•0•0•Updated Mar 7, 2023Mar 7, 2023
lb-sac
Public archive
Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Workshop
deep-reinforcement-learning ensemble-learning pytorch-implementation
deep-reinforcement-learning ensemble-learning pytorch-implementation offline-reinforcement-learning
Python
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Apache License 2.0
•2•21•0•0•Updated Feb 27, 2023Feb 27, 2023
sac-rnd
Public archive
Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023
deep-reinforcement-learning random-network-distillation offline-reinforcement-learning
deep-reinforcement-learning random-network-distillation offline-reinforcement-learning jax-implementation flax-implementation
Python
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Apache License 2.0
•5•57•0•0•Updated Feb 3, 2023Feb 3, 2023
cnf
Public archive
Official implementation for "Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows", NeurIPS 2022, Offline RL Workshop
deep-reinforcement-learning normalizing-flows pytorch-implementation
deep-reinforcement-learning normalizing-flows pytorch-implementation offline-reinforcement-learning
Python
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Apache License 2.0
•0•12•0•0•Updated Jan 31, 2023Jan 31, 2023
hifi_vc
Public archive
Jupyter Notebook
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Apache License 2.0
•12•40•2•0•Updated Jan 24, 2023Jan 24, 2023
probabilistic-embeddings
Public archive
"Probabilistic Embeddings Revisited" paper official repository
Python
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Apache License 2.0
•0•30•0•0•Updated Dec 30, 2022Dec 30, 2022
open-tlab
Public archive
Примеры пропозалов для подачи заявки в Open.TLab
4•27•0•0•Updated Dec 15, 2022Dec 15, 2022
exact
Public archive
The original PyTorch implementation of the "EXACT: How Train Your Accuracy"
optimization pytorch accuracy
optimization pytorch accuracy criterion loss-functions loss icml-2022
Python
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Apache License 2.0
•0•10•0•0•Updated Sep 22, 2022Sep 22, 2022
use_rs
Public archive
Jupyter Notebook
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MIT License
•1•8•0•0•Updated Sep 9, 2022Sep 9, 2022
pycon-chit-chat
Public archive
Jupyter Notebook
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MIT License
•4•6•1•0•Updated Jul 31, 2022Jul 31, 2022
eop
Public archive
Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022
reinforcement-learning evaluation icml
reinforcement-learning evaluation icml offline-rl icml-2022
Jupyter Notebook
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MIT License
•2•28•0•0•Updated Jul 10, 2022Jul 10, 2022
dl-course
Public archive
Jupyter Notebook
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Apache License 2.0
•0•5•0•0•Updated Dec 1, 2021Dec 1, 2021
sigir-2021
Public archive
4th place solution for the SIGIR 2021 challenge.
Python
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Apache License 2.0
•0•4•0•0•Updated Sep 17, 2021Sep 17, 2021