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Oleksiy Ostapenko's Projects

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bgd icon bgd

Implementation of Bayesian Gradient Descent

causalmbrl icon causalmbrl

Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

clip icon clip

Contrastive Language-Image Pretraining

continuum icon continuum

A clean and simple data loading library for Continual Learning

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fullpage.js icon fullpage.js

fullPage plugin by Alvaro Trigo. Create full screen pages fast and simple

get-started-with-jax icon get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

is_refugees icon is_refugees

Informations Systems Seminar (HU Berlin Fall 2015): Social Sentiment Analysis towards European Refugee Crisis using Instagram data.

latent_cl icon latent_cl

Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".

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