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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

basic_predrnn_seq2seq

Basic_PredRNN Creat by ZhichaZhang(CUIT) from Zhejiang

cikm-cup-2017

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

climatepython

📈 Series of workshops and lectures using Python in the climate/atmospheric sciences 📉

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

convlstm-2

Convolutional LSTM for Precipitation Nowcasting

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

coursera-ml-andrewng-notes

https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes.git

coursera-ml-andrewng-notes-1

吴恩达老师的机器学习课程个人笔记

data-science-notes

数据科学的笔记以及资料搜集

datascicomp

A collection of popular Data Science Competitions

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning-in-python

Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deepar-pytorch

dive-into-deep-learning-pytorch-pdf

本项目对中文版《动手学深度学习》中的代码进行了整理

encoder-forecaster-decoder

This repository contains the code for my master

first-try

foir

Freedom of Information Requests from Waterloo Region Open Data

gan-convlstm

GAN based ConvLSTM in precipitation prediction (Trial Version)

github-slideshow

A robot powered training repository :robot:

hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

ida_lstm

The Radar Echo Extrapolation Model

imagessequencespredictions

雷达回波外推，ConvLSTM，训练模型并外推。

lihang-code

《统计学习方法》的代码实现

met

Model Evaluation Tools

meteva

提供气象产品检验相关程序

metplus

Python scripting infrastructure for MET tools.

ml4convection

Uses machine learning to predict convective initiation and decay from satellite data.