Green-Home's repositories
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
anuga_core
ANUGA for the simulation of the shallow water equation
Administrative-divisions-of-China
中华人民共和国行政区划：省级（省份）、 地级（城市）、 县级（区县）、 乡级（乡镇街道）、 村级（村委会居委会） ，**省市区镇村二级三级四级五级联动地址数据。
pyswmm
Python Wrappers for SWMM
GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
MOEAFramework
A Free and Open Source Java Framework for Multiobjective Optimization
evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
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
sklearn-doc-zh
:book: [译] scikit-learn（sklearn） 中文文档
reformer-pytorch
Reformer, the efficient Transformer, in Pytorch
pyro
Deep universal probabilistic programming with Python and PyTorch
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
PyHSPF
physical model
geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
pytorch-forecasting
Time series forecasting with PyTorch
shap
A game theoretic approach to explain the output of any machine learning model.
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
swat-pytools
A Python wrapper for executing and calibrating the Soil and Water Assessment Tool (SWAT) in Unix/macOS systems.
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
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.
pytorch_geometric
Graph Neural Network Library for PyTorch
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
TCN_Seq2Seq
TCN-based sequence-to-sequence model for time series forecasting.