Oleksiy Ostapenko's repositories
CausalMBRL
Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
CLIP
Contrastive Language-Image Pretraining
continuum
A clean and simple data loading library for Continual Learning
CTrLBenchmark
Benchmark for Lifelong learning research
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
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.
google-research
Google Research
hopfield-layers
Hopfield Networks is All You Need
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
nngeometry
NNGeometry is a PyTorch library for computing Fisher Information Matrices and Neural Tangent Kernels
osaka
Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning"
patching
Patching open-vocabulary models by interpolating weights
Recurrent-Independent-Mechanisms
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
slot-attention
Implementation of Slot Attention from GoogleAI
slot-attention-pytorch
Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"
Triton-Puzzles
Puzzles for learning Triton