PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations

手写实现李航《统计学习方法》书中全部算法

This repository contains code that was used to analyze and visualize data for the paper "Intensification of Thunderstorm Downbursts with Climate Change" by Prein

Techniques for deep learning with satellite & aerial imagery

TC Prediction Research when I'm a atmospherics master student at IU Bloomington.

Fog Prediction using 3D CNN with dense block and attention

deep learning for image processing including classification and object-detection etc.

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

机器学习、深度学习的学习路径及知识总结

A collection of resources for applying machine learning to tropical cyclone forecasting

基于LSTM的时间序列预测研究

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

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

🌎 Verification of weather and climate forecasts 🌍

A python library to access and update the gauge/station database of MDR and compute randomForest QPE estimates

Solution for categorizing hurricanes based on intensity, using a deep convolutional neural network architecture trained on GPUs. It was developed during the "NCC Portugal AI for Science Bootcamp" a…

ATS 641, spring 2022 at CSU

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well …

This repository contains all my small projects related with Data Science and Machine Learning.

一个通用的确定性预报准确率测评工具包

A Python Package for Statistical Analysis of Climate

Meta-repo for the Nowcasting project.

machine-learning-tools

Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"

Repo for the Deep Learning Nanodegree Foundations program.