annikabrundyn Goto Github PK

autodiff

byol

Bootstrap Your Own Latent (BYOL) in PyTorch

ccm-site

NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

da_vinci

datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

deepstream-training

August 2022

densedepth

High Quality Monocular Depth Estimation via Transfer Learning

driving-dirty

End-to-end Multi-Camera View Parsing to Top Down Object Detection On Road Maps

ds-ga-1003-spring-2020-public

Machine Learning (DS-GA 1003)

ebola_modelling

R Code and datasets used in research project on the mathematical modelling of Ebola Virus Disease as it occurred in Sierra Leone and Liberia between 2014-2016

examples

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

fsi-samples

A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.

jetsonunifiedmemory

Using Unified Memory on Jetson

jigsaw-toxic-comment-classification-challenge

kaggleproject

language-modelling

Generating Text using Deep Learning in Python - LSTM, RNN, Keras

nephele

Tools to deploy GPU clusters in the Cloud

nyu_depth

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

rnn_text_generation

RNN text generation code prepared for DSI final capstone project (Module 4)

scalable_linear_regression

Scalable linear regression for multi-GPU, TPU training with PyTorch

scalable_logistic_regression

Scalable logistic regression for multi-GPU, TPU training with PyTorch

semantic_cognition

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

supervised_learning

unet_segmentation

Basic semantic segmentation model using UNet architecture in PyTorch

variational_unet