skyline's starred repositories
watershed_delineation
global automatic rapid watershed delineation
physics-aware-dl
Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
BayesianFramework
A framework for Bayesian model selection (BMS) and Bayesian model Averaging (BMA).
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
stochastic-hydrology
fitting some distributions and calculating goodness of fit
Hydrograph-py
Tools for separating hydrograph in baseflow and peak flow, and extreme value analyses
Deep_Learning_for_Stock_Prediction
Code for stock prediction using : SVR, Single pipeline and multiple pipeline Deep learning models
beautiful-jekyll
✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com
competition-baseline
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
lstm_for_pub
Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
python-data-structure-cn
problem-solving-with-algorithms-and-data-structure-using-python 中文版
xaj-hydrological-model
新安江水文模型Java实现
ealstm_regional_modeling
Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"
free-books
互联网上的免费书籍
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
Python-crawler
从头开始 系统化的 学习如何写Python爬虫。 Python版本 3.6
pangeo_lstm_example
Example notebook, showing how to use LSTMs for rainfall-runoff modeling
urban-environments
Code for constructing the urban environments dataset and for land use classification via convolutional neural networks
CIKM-Cup-2017
CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations