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autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

chineseocr

yolo3+ocr

deap

Distributed Evolutionary Algorithms in Python

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

efdcplus8.5

physical model

evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

fedformer

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

fourier-neural-operator

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

graph-learning

Graph model implementation

hydrodl

layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

moeaframework

A Free and Open Source Java Framework for Multiobjective Optimization

neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

phoslam

An R package of functions to help with Phosphorus Load Apportionment

pyhspf

physical model

pyro

Deep universal probabilistic programming with Python and PyTorch

pyswmm

Python Wrappers for SWMM

pytorch-forecasting

Time series forecasting with PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-seq2seq

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

pytorch_geometric

Graph Neural Network Library for PyTorch

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

rloadest

USGS water science R functions for LOAD ESTimation of constituents in rivers and streams.

rr-former

seq2seq

pytorch