fanhongweifd

AiLearning

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

air-quality-prediction-scala

Build an accurate fine-scale air quality prediction model

air_analysis_v1

Air_Pollution_Mapping

Mapping and prediction of pollution levels using sensor data distributed sparsely across the city of Krakow, Poland using Bellkor recommendation system, semi-supervised classification - L1-regularized logistic regression and radial basis function interpolation.

air_quality

广州市空气质量监测与预警系统（该作品曾获2015年ESRI杯中国大学生GIS软件开发竞赛一等奖）

airquality

Hybrid application for adding Air Quality measurements to GeoKey

AirQualityData

区域气象数据，特征数据等的说明文档及读取方法。

DCRNN-1

PyTorch implementation of Diffusion Convolutional Recurrent Neural Network - Under development

Play-with-Algorithm-Interview

Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

trajectory

fanhongweifd/trajectory

fanhongweifd/Air_Pollution_Mapping

Mapping and prediction of pollution levels using sensor data distributed sparsely across the city of Krakow, Poland using Bellkor recommendation system, semi-supervised classification - L1-regularized logistic regression and radial basis function interpolation.

fanhongweifd/AirQualityData

区域气象数据，特征数据等的说明文档及读取方法。

fanhongweifd/attentioned-dual-stage-stock-prediction

By PyTorch

fanhongweifd/Bilibili_video_download

:rainbow:Bilibili_video_download-B站视频下载

fanhongweifd/CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

fanhongweifd/deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

fanhongweifd/DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

fanhongweifd/examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fanhongweifd/featexp

Feature exploration for supervised learning

fanhongweifd/featuretools

An open source python framework for automated feature engineering

fanhongweifd/fine-scale-air-quality-prediction

An approach to prediction fine-scale air quality

fanhongweifd/LCL_S

fanhongweifd/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

fanhongweifd/OnlinePowerMonitoring

轨道交通电能质量在线监测

fanhongweifd/openair

Tools for air quality data analysis

fanhongweifd/PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

fanhongweifd/pde-deep-learning

Learn and concatenate outputs of PDE models using deep learning

fanhongweifd/PlotNeuralNet

Latex code for making neural networks diagrams

fanhongweifd/prisms-data-preprocessing

This repository includes the data preprocessing scripts for the project PRISMS

fanhongweifd/PyKrige

Kriging Toolkit for Python

fanhongweifd/pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

fanhongweifd/pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

fanhongweifd/research-method

论文写作与资料分享

fanhongweifd/Solve-Air-Air-Pollution-Forecasting-using-Deep-Attentive-Sequence-Learning

First step towards solving a real-life problem - air pollution forecasting in Delhi, using deep learning

fanhongweifd/STGCN_IJCAI-18

Spatio-Temporal Graph Convolutional Networks

fanhongweifd/timeseriesAI

Practical Deep Learning for Time Series / Sequential Data library based on fastai v2/ Pytorch

fanhongweifd/transdim

Machine learning for transportation data imputation and prediction.

fanhongweifd/transfer_pollute

fanhongweifd/XLUR

A Python toolbox for ArcGIS Pro that enables the development and application of land use regression models.