Top 4 encoder-decoder-model Open-Source Projects

pytorch-seq2seq

3 5,182 5.4 Jupyter Notebook

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
DenseDepth

5 1,533 0.0 Jupyter Notebook

High Quality Monocular Depth Estimation via Transfer Learning

Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

For a long time, the state-of-the-art models for monocular depth estimation such as DORN and DenseDepth were built with convolutional neural networks. Recently, however, both transformer-based models such as DPT and GLPN, and diffusion-based models like Marigold have achieved remarkable results!

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
ncem

1 98 6.2 Python

Learning cell communication from spatial graphs of cells
NLP-With-PyTorch

1 0 0.0 Jupyter Notebook

My NLP experiments using PyTorch to solve some common NLP problems with advanced and state of the art deep learning techniques.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).