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Hello! You are on the page of the Tinkoff AI Team. Here we will share our expertise and Open Source products.
Here you can find our libraries:
ETNA - to streamline data processing and avoid using multiple programs, we created ETNA - an open tool for analytics and time series forecasting
CORL - a library for RL research. The set is straightforward: one file - one algorithm. It can be adapted to any task that requires automated decision-making
We also provide the source code for our articles:
To learn more about how we work and develop the community, you can visit our page .
Where else to follow us:
Announcements of our events, useful links, and сurated set of memes in our Telegram channel
Telegram channel with job openings in various fields and streams
Telegram channel with Tinkoff IT digest
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Примеры пропозалов для подачи заявки в Open.TLab
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ETNA – Time-Series Library
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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
Python
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Code for the paper "PALBERT: Teaching ALBERT to Ponder", NeurIPS 2022 Spotlight
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Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022
Jupyter Notebook
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4th place solution for the SIGIR 2021 challenge.
Python
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Showing 10 of 19 repositories
etna
Public archive
ETNA – Time-Series Library
tinkoff-ai/etna's past year of commit activity
ReBRAC
Public archive
Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC
tinkoff-ai/ReBRAC's past year of commit activity
Jupyter Notebook
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Apache-2.0
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Updated Aug 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, ReBRAC
tinkoff-ai/CORL's past year of commit activity
Python
1,376
Apache-2.0
177
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Updated Aug 3, 2023
katakomba
Public archive
Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)
tinkoff-ai/katakomba's past year of commit activity
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Updated Jun 23, 2023
tinkoff-ai/.github's past year of commit activity
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Updated May 31, 2023
palbert
Public archive
Code for the paper "PALBERT: Teaching ALBERT to Ponder", NeurIPS 2022 Spotlight
tinkoff-ai/palbert's past year of commit activity
Python
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Apache-2.0
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Updated Apr 8, 2023
tinkoff-ai/d4rl's past year of commit activity
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Apache-2.0
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Updated Mar 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
tinkoff-ai/lb-sac's past year of commit activity
Python
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Apache-2.0
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Updated Feb 27, 2023
sac-rnd
Public archive
Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023
tinkoff-ai/sac-rnd's past year of commit activity
Python
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Apache-2.0
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Updated Feb 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
tinkoff-ai/cnf's past year of commit activity
Python
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Apache-2.0
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Updated Jan 31, 2023