IraKorshunova

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

hydra

Hydra is a framework for elegantly configuring complex applications

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Weylus

Use your tablet as graphic tablet/touch screen on your computer.

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dlrm

An implementation of a deep learning recommendation model (DLRM)

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

torchrec

Pytorch domain library for recommendation systems

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

educational

zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

notes-on-dirichlet-processes

:game_die: Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation

custom-op

Guide for building custom op for TensorFlow

VIINA

VIINA: Violent Incident Information from News Articles on the 2022 Russian Invasion of Ukraine

intrinsic-dimension

ml_paper_club

A repository of papers that have been presented at nPlan's machine learning paper club

vgan

Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow

Cool-Chic

Low-complexity neural image & video codec.

ARC-Game

The Abstraction and Reasoning Corpus made into a web game

level-replay

This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the fact that not all levels are equally useful for agents to learn from during training.

AnalysisBySynthesis

Adversarially Robust Neural Network on MNIST.

lightning-kitti

Semantic Segmentation with Pytorch-Lightning

PracticalSessions2023

tutorials2023

nonsymmetric-DPP-learning

PyTorch implementation of nonsymmetric determinantal point process (DPP) learning.

mlpaper

Easy benchmarking of machine learning models with sklearn interface with statistical tests built-in.

collabclass

Code for the paper "Collaborative Classification from Noisy Labels".

analysis-by-synthesis

Analysis by Synthesis — reimplemented

beyond-accuracy-tutorial