Ivan Nazarov (ivannz)

ivannz

Geek Repo

Location:Barcelona

Twitter:@jonnazar

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Ivan Nazarov's repositories

cplxmodule

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

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my-fair-bnb

A bare-bones scipy-based solver for mixed integer LPs

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nle_toolbox

Tools, wrappers, and bots for the NLE.

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rlplay

Toy experiments with rl, curiosity and planning

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gymDiscoMaze

Implementation of DiscoMaze environment from sec. 4.1 of arxiv:2002.06038

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plyr

Apply functions over deeply nested dicts, lists and tuples.

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scikit-learn

Support Vector Data Description PR (branch `svdd_l1`) for scikit-learn

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crossing_paper2017

An unfinished conference paper outlining the experimental results obtained in my course project in 2015.

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MarkovDWP

Generalizations of Deep Weight Prior

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vqvae

Playing with Vector-Quantized VAE

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arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

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attention-learn-to-route

Attention based model for learning to solve different routing problems

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cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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CV

My work experience beside activity on github

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dreamerv2

Mastering Atari with Discrete World Models

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ecole

Nodesel dynamics for Extensible Combinatorial Optimization Learning Environments

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

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minihack

MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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never-give-up

PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies

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pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

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saiph

S* AI Playing netHack

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stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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telegram-bot

A work-in-progress basic telegram bot.

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wf_public

Playing around with setting up git-sync between a private repo and a public mirror

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