TIANCHI Purchase Redemption Forecast Challenge

Overview

TIANCHI-Purchase-Redemption-Forecast-Challenge

My solution of this Aliyun Tianchi challenge (https://tianchi.aliyun.com/competition/entrance/231573/introduction).

Achieved online score: 132.89, Ranking TOP 5% (431/8452, updated on 2022.1.29)

Introduction:

The challenge focuses on forecasting the daily capital inflow and outflow of the “YuEBao” monetary fund in the future. For the monetary fund, capital inflow means purchase, and capital outflow is redemption.

Datasets and its description are available at the official website of this challenge

Repository Structure:

  1. Notebook for exploratory data analysis
  2. Notebook for feature engineering and modeling
  3. A report(Chinese, English version might be available in the future) for impelemental details and analysis for this project

Note:

All codes are for reference only and shall not be used for commercial purposes without permission. If you have any questions about the code, please contact: [email protected]

You might also like...
Home Assistant for Opendata CWB. Get the weather forecast of the city in Taiwan.
Home Assistant for Opendata CWB. Get the weather forecast of the city in Taiwan.

Home assistant support for Opendata CWB. The readme in Traditional Chinese. This integration is based on OpenWeatherMap (@csparpa, pyowm) to develop.

A chain of stores wants a 3-month demand forecast for its 10 different stores and 50 different products.
A chain of stores wants a 3-month demand forecast for its 10 different stores and 50 different products.

Demand Forecasting Objective A chain store wants a machine learning project for a 3-month demand forecast for 10 different stores and 50 different pro

A chain of stores, 10 different stores and 50 different requests a 3-month demand forecast for its product.
A chain of stores, 10 different stores and 50 different requests a 3-month demand forecast for its product.

Demand-Forecasting Business Problem A chain of stores, 10 different stores and 50 different requests a 3-month demand forecast for its product.

A PaddlePaddle implementation of STGCN with a few modifications in the model architecture in order to forecast traffic jam.
A PaddlePaddle implementation of STGCN with a few modifications in the model architecture in order to forecast traffic jam.

About This repository contains the code of a PaddlePaddle implementation of STGCN based on the paper Spatio-Temporal Graph Convolutional Networks: A D

Asynchronous wrapper for wttr.in weather forecast.

aiopywttr Asynchronous wrapper for wttr.in weather forecast. Synchronous version here. Installation pip install aiopywttr Example This example prints

Wrapper for wttr.in weather forecast.

pywttr Wrapper for wttr.in weather forecast. Asynchronous version here. Installation pip install pywttr Example This example prints the average temper

A dashboard for Raspberry Pi to display environmental weather data, rain radar, weather forecast, etc. written in Python
A dashboard for Raspberry Pi to display environmental weather data, rain radar, weather forecast, etc. written in Python

Weather Clock for Raspberry PI This project is a dashboard for Raspberry Pi to display environmental weather data, rain radar, weather forecast, etc.

Surfline Forecast Bot For Python
Surfline Forecast Bot For Python

Surfline Forecast Bot A telegram bot created using Telethon that allows users to

ManiSkill-Learn is a framework for training agents on SAPIEN Open-Source Manipulation Skill Challenge (ManiSkill Challenge), a large-scale learning-from-demonstrations benchmark for object manipulation.

ManiSkill-Learn ManiSkill-Learn is a framework for training agents on SAPIEN Open-Source Manipulation Skill Challenge, a large-scale learning-from-dem

The comma.ai Calibration Challenge!

Welcome to the comma.ai Calibration Challenge! Your goal is to predict the direction of travel (in camera frame) from provided dashcam video. This rep

CVPR 2021 Challenge on Super-Resolution Space
CVPR 2021 Challenge on Super-Resolution Space

Learning the Super-Resolution Space Challenge NTIRE 2021 at CVPR Learning the Super-Resolution Space challenge is held as a part of the 6th edition of

AI grand challenge 2020 Repo (Speech Recognition Track)
AI grand challenge 2020 Repo (Speech Recognition Track)

KorBERT를 활용한 한국어 텍스트 기반 위협 상황인지(2020 인공지능 그랜드 챌린지) 본 프로젝트는 ETRI에서 제공된 한국어 korBERT 모델을 활용하여 폭력 기반 한국어 텍스트를 분류하는 다양한 분류 모델들을 제공합니다. 본 개발자들이 참여한 2020 인공지

Conferencing Speech Challenge

ConferencingSpeech 2021 challenge This repository contains the datasets list and scripts required for the ConferencingSpeech challenge. For more detai

Code for 1st place solution in Sleep AI Challenge SNU Hospital
Code for 1st place solution in Sleep AI Challenge SNU Hospital

Sleep AI Challenge SNU Hospital 2021 Code for 1st place solution for Sleep AI Challenge (Note that the code is not fully organized) Refer to the notio

Forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE
Forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE

EAST_ICPR: EAST for ICPR MTWI 2018 CHALLENGE Introduction This is a repository forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE. Origin Reposi

EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)
EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)

EAST_ICPR2018: EAST for ICPR MTWI 2018 Challenge II (Text detection of network images) Introduction This is a repository forked from argman/EAST for t

The G|oogl|e challenge for Quantum Coalition Hackathon 2021

Qchack 2021 Google Challenge This is a challenge for the brave 2021 qchack.io participants. Instructions Hello, intrepid qchacker, welcome to the G|o

This repo contains the official code of our work SAM-SLR which won the CVPR 2021 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition.
This repo contains the official code of our work SAM-SLR which won the CVPR 2021 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition.

Skeleton Aware Multi-modal Sign Language Recognition By Songyao Jiang, Bin Sun, Lichen Wang, Yue Bai, Kunpeng Li and Yun Fu. Smile Lab @ Northeastern

🏆 The 1st Place Submission to AICity Challenge 2021 Natural Language-Based Vehicle Retrieval Track (Alibaba-UTS submission)
🏆 The 1st Place Submission to AICity Challenge 2021 Natural Language-Based Vehicle Retrieval Track (Alibaba-UTS submission)

AI City 2021: Connecting Language and Vision for Natural Language-Based Vehicle Retrieval 🏆 The 1st Place Submission to AICity Challenge 2021 Natural

Owner
Haorui HE
Software Engineering; Machine Learning; Deep Learning; NLP; Data Science
Haorui HE
#30DaysOfStreamlit is a 30-day social challenge for you to build and deploy Streamlit apps.

30 Days Of Streamlit ?? This is the official repo of #30DaysOfStreamlit — a 30-day social challenge for you to learn, build and deploy Streamlit apps.

Streamlit 53 Jan 2, 2023
Best Buy purchase bot

B3 Best-Buy-Bot. Written in Python NOTICE: Don't be a disgrace to society. Don't use this for any mass buying/reselling purposes. About B3 is a bot th

Dogey11 8 Aug 15, 2022
BestBuy Script Designed to purchase any item when it becomes available.

prerequisites: Selnium; undetected-chromedriver. This Script is designed to order an Item provided a link from BestBuy.com only.

Bransen Smith 0 Jan 12, 2022
Best Buy Bot used to add products to cart for purchase.

To Install the Best Buy Bot These instructions are for Mac users only. Clone this Repo to your machine. BestBuyBot Open in VScode. Is Python installed

Robert Estrella 1 Dec 11, 2021
Software for quick purchase of mystery boxes on Binance.

english | русский язык Software for quick purchase of mystery boxes on Binance. Purpose Installation & setup Motivation Specification Disclaimer Purpo

Ellis 5 Mar 8, 2022
LotteryBuyPredictionWebApp - Lottery Purchase Prediction Model

Lottery Purchase Prediction Model Objective and Goal Predict the lottery type th

Wanxuan Zhang 2 Feb 14, 2022
A thin Python Wrapper for the Dark Sky (formerly forecast.io) weather API

Dark Sky Wrapper This is a wrapper for the Dark Sky (formerly forecast.io) API. It allows you to get the weather for any location, now, in the past, o

Ze'ev Gilovitz 414 Nov 16, 2022
ForecastGA is a Python tool to forecast Google Analytics data using several popular time series models.

ForecastGA is a tool that combines a couple of popular libraries, Atspy and googleanalytics, with a few enhancements.

JR Oakes 36 Jan 3, 2023
Create a low powered, renewable generation forecast display with a Raspberry Pi Zero & Inky wHAT.

GB Renewable Forecast Display This Raspberry Pi powered eInk display aims to give you a quick way to time your home energy usage to help balance the g

Andy Brace 32 Jul 2, 2022
Using multidimensional LSTM neural networks to create a forecast for Bitcoin price

Multidimensional LSTM BitCoin Time Series Using multidimensional LSTM neural networks to create a forecast for Bitcoin price. For notes around this co

Jakob Aungiers 318 Dec 14, 2022