kevtimova

deep-sparse

We introduce a way to extend sparse dictionary learning to deep architectures.

InfoGAN

licms

Learning Independent Causal Mechanisms for Sepsis

DeepLearning2019

Evaluation code for the final project in DS-GA 1008: Deep Learning 2019

MultimodalGame

examples

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

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

poincare-embeddings

PyTorch implementation of the NeurIPS 2017 paper "Poincaré Embeddings for Learning Hierarchical Representations"

Simple-Variational-Autoencoder

A VAE written entirely in Numpy/Cupy

SpectralBias

Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

DCGAN-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep-colorization

kevtimova.github.io

basicprop

BD-Lab9

BracketBot

Predict the outcome of any game!

colorizer

Add colors to black and white images with neural networks (GANs).

deep-faux-nabi

ds-ga-1003

Code for ML

ds1004_test

FATS

home

IntPhys-Baselines

Code for paper "IntPhys: A Benchmark and Dataset for Intuitive Physics".

katrina.github.io

repo_to_fork

The repo to fork for the exercise.

reprieve

A library for evaluating representations.

SP19-DL-collaborative-notes

Collaborative lecture notes for Spring '19 NYU DL class

VJ-VCR

A PyTorch codebase for training and evaluating the VJ-VCR (Video JEPA with Variance-Covariance Regularization) model.

zlatievtimova.com

Static site for zlatievtimova.com http://zlatievtimova.com/