Green-Home's repositories
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
deap
Distributed Evolutionary Algorithms in Python
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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
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.
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
seq2seq
pytorch
shap
A game theoretic approach to explain the output of any machine learning model.
sklearn-doc-zh
:book: [译] scikit-learn（sklearn） 中文文档
solver.river2d
physical model
swat-pytools
A Python wrapper for executing and calibrating the Soil and Water Assessment Tool (SWAT) in Unix/macOS systems.
TCN_Seq2Seq
TCN-based sequence-to-sequence model for time series forecasting.