manateechen

manateechen's Stars

• unit8co/darts

  A python library for user-friendly forecasting and anomaly detection on time series.

  Language:Python7.9k851

• yuqinie98/PatchTST

  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

  Language:Python1.5k258

• cure-lab/LTSF-Linear

  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

  Language:Python1.9k436

• zflamig/sns-gfs-parquet

  Language:Python1

• HeQinWill/CNEMC

  获取**环境总站 CNEMC 发布的实时空气质量数据

  Language:Python208

• matthiasdemuzere/w2w

  A python tool that ingests WUDAPT information into WRF.

  Language:Jupyter Notebook3817

• funningboy/scrapy_giant

  taiwan stock crawler/analysis

  Language:Jupyter Notebook87

• microsoft/qlib

  Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

  Language:Python15.1k2.6k

• zhouhaoyi/Informer2020

  The GitHub repository for the paper "Informer" accepted by AAAI 2021.

  Language:Python5.2k1.1k

• sixChar/predicting-air-quality-with-lstm

  Contains code for building a simple lstm model to predict hourly Beijing air quality data.

  Language:Python21

• titu1994/MLSTM-FCN

  Multivariate LSTM Fully Convolutional Networks for Time Series Classification

  Language:Python482180

• DrJZhou/KDD_CUP_2018

  KDD CUP 2018

  Language:Python12755

• yacoubb/stock-trading-ml

  A stock trading bot that uses machine learning to make price predictions.

  Language:Python594254

• Louis-He/station_forecast

  get ECMWF and GFS weather model forecast for a single location in next 120Hrs

  Language:JavaScript51

• IHCantabria/Leaflet.CanvasLayer.Field

  Load and style Raster files in Leaflet (geotiff & asciigrid)

  Language:JavaScript18267

• cloudybay/leaflet-windy

  Language:JavaScript44

• Asperhsu/airmap-frontend-v5

  g0v airmap frontend v5

  Language:Vue53

• MeteoAI/awesome-atmos

  A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

  21176

• moyuweiqing/A-stock-prediction-algorithm-based-on-machine-learning

  （陆续更新）重新整理过的基于机器学习的股票价格预测算法，里面包含了基本的回测系统以及各种不同的机器学习算法的股票价格预测，包含：LSTM算法、Prophet算法、AutoARIMA、朴素贝叶斯、SVM、随机森林等

  Language:HTML25551

• happynoom/DeepTrade

  A LSTM model using Risk Estimation loss function for stock trades in market

  Language:Python312139

• yangwohenmai/DeepLearningForTSF

  深度学习以进行时间序列预测

  Language:Python553165

• LongxingTan/Time-series-prediction

  tfts: Time Series Deep Learning Models in TensorFlow

  Language:Python812163

• robertmartin8/MachineLearningStocks

  Using python and scikit-learn to make stock predictions

  Language:Python1.7k504

• tradytics/surpriver

  Find big moving stocks before they move using machine learning and anomaly detection

  Language:Python1.8k328

• pushpendughosh/Stock-market-forecasting

  Forecasting directional movements of stock prices for intraday trading using LSTM and random forest

  Language:Python392128

• rifleak74/MarketDataScience

  Language:Python67286

• arleigh418/Paper-Implementation-DSTP-RNN-For-Stock-Prediction-Based-On-DA-RNN

  基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

  Language:Python7620

• Alro10/deep-learning-time-series

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

  Language:Jupyter Notebook2.5k522

• shunyaoshih/TPA-LSTM

  Temporal Pattern Attention for Multivariate Time Series Forecasting

  Language:Python691186

• umwm/umwm

  University of Miami Wave Model

  Language:Fortran216