bruce803 / Air-quality-predictionView external linksLinks
We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, long short-term memory), which replaces the fully connected network in the classical LSTM with convolutional operations.
☆11Mar 10, 2020Updated 5 years ago
Alternatives and similar repositories for Air-quality-prediction
Users that are interested in Air-quality-prediction are comparing it to the libraries listed below
Sorting:
- This project has applied some Machine Learning techniques to analyse and predict the Air Quality in Beijing.☆37Feb 28, 2019Updated 6 years ago
- CS230 Deep Learning project forecasting PM2.5 pollution using weather data☆11Nov 24, 2020Updated 5 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Predict pictures based on ConvLSTM☆20Aug 12, 2020Updated 5 years ago
- Prediction of Beijing PM2.5 using classic machine learning methods☆17Oct 28, 2022Updated 3 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆19Nov 11, 2021Updated 4 years ago
- An end-to-end infrared and visible light enhancement fusion algorithm based on SwinTransformer☆13Feb 14, 2025Updated last year
- Detects PM2.5 levels based on daily atmospheric conditions☆10Jul 21, 2021Updated 4 years ago
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆152Oct 6, 2020Updated 5 years ago
- To predict the air quality index using meterological data using machine learning algorithms and LSTM(Long Short Term Memory)☆10Oct 3, 2019Updated 6 years ago
- 本课题完成了对5日均线涨跌的预测，运用支持向量机与逻辑回归的机器学习方法☆10May 10, 2017Updated 8 years ago
- Spatial interpolation of point Tair data from private weather stations using a Random Forest model with satellite and other predictor dat…☆12Jan 5, 2022Updated 4 years ago
- Master Thesis☆10Jan 28, 2023Updated 3 years ago
- I have developed a custom environment using OpenAI Gym in Python for simulating a 5G wireless communication channel as part of a reinforc…☆13Mar 27, 2024Updated last year
- 雷达回波外推，ConvLSTM，训练模型并外推。☆87May 27, 2018Updated 7 years ago
- AQI Prediction using LSTM, MLR, SVR, Random Forest, Gradient Boosting☆43Jan 26, 2022Updated 4 years ago
- A python script that generates the frame by frame images for a given Numpy pixel array.[Keras ConvLSTM data block]☆11Oct 22, 2018Updated 7 years ago
- LSTM Neural Network for Time Series Prediction (master): LSTM built using Keras Python package to predict time series steps and sequences…☆10Mar 24, 2023Updated 2 years ago
- Prediction of crop yields based on climate variables using machine learning algorithms☆14May 31, 2025Updated 8 months ago
- Lesson 2: Data structures in Pandas and Geopandas☆10Dec 3, 2017Updated 8 years ago
- Beginners guide to interactive manipulation of satellite data with open cv☆10Jan 15, 2018Updated 8 years ago
- This repository includes ncl scripts that can be used to process CMAQ and WRF outputs. This includes but not limited to topographic plots…☆13Dec 18, 2021Updated 4 years ago
- Global Fish Tracking Service - DestinE DESP Use Case☆15Sep 26, 2025Updated 4 months ago
- Readers and converters for Soil Moisture Active Passive (SMAP) data.☆14Jan 7, 2026Updated last month
- ☆12Sep 13, 2018Updated 7 years ago
- This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in thi…☆12Dec 25, 2018Updated 7 years ago
- 用LSTM模型来预测时间序列数据☆14Nov 6, 2020Updated 5 years ago
- A repository for my pytorch models☆10Mar 18, 2019Updated 6 years ago
- Use machine learning model for intense rainfall prediction. 基于深度学习的天气预报系统研究应用☆12Nov 7, 2020Updated 5 years ago
- MSI PRO Z690 A WIFI DDR4 OpenCore MacOS 12 - 15☆12Apr 9, 2025Updated 10 months ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆53Jun 29, 2019Updated 6 years ago
- Vector wavelet coherence for multiple time series☆13Jan 8, 2021Updated 5 years ago
- ☆10Dec 22, 2022Updated 3 years ago
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆13Dec 1, 2022Updated 3 years ago
- A bot trained on your WhatsApp chats☆12May 27, 2022Updated 3 years ago
- 李宏毅机器学习中的PM2.5预测的实现☆12Nov 1, 2020Updated 5 years ago
- GUI for configuring CESM cases☆13Jan 27, 2026Updated 2 weeks ago
- This is an initiative to help understand Statistical methods and Machine learning in a naive manner. You will find scripts, and theoretic…☆15Nov 5, 2025Updated 3 months ago
- ☆11Dec 17, 2022Updated 3 years ago