phoenixes94 Goto Github PK

a-robust-error-correction-method-for-nwp-wind-speed-based-on-vmd-pca-rf

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

autocode-python

auto generate python code from flow chart and run

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

baidu_kdd_cup_2022

Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected to accurately estimate the wind power supply of a wind farm.

baidu_kdd_cup_2022-1

Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected to accurately estimate the wind power supply of a wind farm.

data_competitions

A collection of data competition materials, including Kaggle, Tianchi and KDD, etc. Items will continue to be added.

deep-learning

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deeplearningfortsf

深度学习以进行时间序列预测

evolopy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

fourcastnet

Initial public release of code, data, and model weights for FourCastNet

fry_course_materials

范仁义录播课资料，会依次推出各种完全免费的前端、后端、大数据、人工智能等课程，课程网站： https://fanrenyi.com ； b站课程地址： https://space.bilibili.com/45664489 ；

graphcast

kaggle_house_prices_transformer_pytorch

A light-weight transformer model for Kaggle House Prices Regression Competition

kdd_cup_2022

kdd_cup_sdwpf

Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected to accurately estimate the wind power supply of a wind farm.

kdd_wind_power_forecast

KDD Cup 2022 spatial dynamic wind power forecast challenge solution.

kddcup

Baidu KDD CUP 2022

kddcup2022

Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022

kddcup2022-baidu

3rd place solution of Baidu KDD Cup 2022 - Spatial Dynamic Wind Power Forecasting

load_forecasting

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

machine-learning

机器学习

merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

metdig

metnet3-pytorch

Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch

nmc_met_io

提供对MICAPS文件, 卫星云图, 天气雷达等数据的读写, 并访问CIMISS和MICAPS CASSANDRA数据库文件等.

notebook-examples

Example notebooks showing how to work with ECMWF services and data

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book