Pinned Repositories
complex_paper
A paper on experimenting with complex-valued networks and complex var dropout.
cplxmodule
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
crossing_paper2017
An unfinished conference paper outlining the experimental results obtained in my course project in 2015.
l1_tf
A wrapper for L1 trend filtering via primal-dual algorithm by Kwangmoo Koh, Seung-Jean Kim, and Stephen Boyd
mlss2019-bayesian-deep-learning
MLSS2019 Tutorial on Bayesian Deep Learning
nle_toolbox
Tools, wrappers, and bots for the NLE.
plyr
Apply functions over deeply nested dicts, lists and tuples.
scikit-learn
Support Vector Data Description PR (branch `svdd_l1`) for scikit-learn
trmf
A pythonic library of matrix decomposition methods for multivariate time-series.
ttmodule
A take on the Tensor Train decomposition
ivannz's Repositories
ivannz/cplxmodule
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
ivannz/my-fair-bnb
A bare-bones scipy-based solver for mixed integer LPs
ivannz/nle_toolbox
Tools, wrappers, and bots for the NLE.
ivannz/rlplay
Toy experiments with rl, curiosity and planning
ivannz/gymDiscoMaze
Implementation of DiscoMaze environment from sec. 4.1 of arxiv:2002.06038
ivannz/plyr
Apply functions over deeply nested dicts, lists and tuples.
ivannz/scikit-learn
Support Vector Data Description PR (branch `svdd_l1`) for scikit-learn
ivannz/crossing_paper2017
An unfinished conference paper outlining the experimental results obtained in my course project in 2015.
ivannz/MarkovDWP
Generalizations of Deep Weight Prior
ivannz/vqvae
Playing with Vector-Quantized VAE
ivannz/alphatensor
ivannz/arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
ivannz/attention-learn-to-route
Attention based model for learning to solve different routing problems
ivannz/circuit_training
ivannz/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
ivannz/CV
My work experience beside activity on github
ivannz/dreamerv2
Mastering Atari with Discrete World Models
ivannz/ecole
Nodesel dynamics for Extensible Combinatorial Optimization Learning Environments
ivannz/gym
A toolkit for developing and comparing reinforcement learning algorithms.
ivannz/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
ivannz/minihack
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
ivannz/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
ivannz/never-give-up
PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies
ivannz/pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
ivannz/rl2branch
ivannz/saiph
S* AI Playing netHack
ivannz/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
ivannz/telegram-bot
A work-in-progress basic telegram bot.
ivannz/TTDE
ivannz/wf_public
Playing around with setting up git-sync between a private repo and a public mirror