hsn1007's repositories
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
infoworks-ruby-scripts
A collection of useful Ruby scripts for InfoWorks
LSTM-water-table-depth-prediction
Theano implementation of our paper 'Developing a Long Short-Term Memory (LSTM) based Model for Predicting Water Table Depth in Agricultural Areas', Journal of Hydrology.
MatSWMM
An open-source toolbox for designing real-time control of urban drainage systems
pyswmm
Python Wrappers for SWMM
RobustSTL
Implementation of RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series (AAAI 2019)
swmm_mpc
Python package for model predictive control (MPC) for EPASWMM5 models
tensorflow
An Open Source Machine Learning Framework for Everyone
WebGIS
基于Openlayers的WebGIS二次开发环境，采用javascript实现