Mitsuru Fujiwara's repositories
M5-Forecasting-Accuracy
102nd place (silver medal).
KDD-Cup-2019
52nd solution of KDD Cup 2019 Regular ML track
JGB_Trading
Deep Neural Networkを用いたJGB利回り変化の予測
KeikiWatcherScraping
景気ウォッチャー調査の景気判断理由集をスクレイピングするやつ
BOJScraper
日本銀行の時系列統計データ検索サイトから為替ヒストリカルデータを取得するためのスクリプト
CreditScoring
Deep Learning for Credit Scoring
Elo-Merchant-Category-Recommendation
Elo Merchant Category Recommendation
FX_Trading
FX Trading
JGBScraping
A script for generating "clean" dataset of Japanese Government Bonds(JGB) yield.
SantanderValuePredictionChallenge
Santander Value Prediction Challenge (315th solution)
Amex-Default-Prediction
125th place (silver medal).
DeepLearningExamples
Examples of Deep Learning
FXScraping
A script for scraping and generate datasets of historical exhange rates.
Google-Analytics-Customer-Revenue
Google Analytics Customer Revenue
Home-Credit-Default-Risk
2nd Place Solution 💰🥈
HomeCreditDefaultRisk
home credit default risk (549th solution)
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
Multi-Class
Deep learning for multi-class classification
NCAA-2022
NCAA 2022
StatsTools
Just for memorandum
TGS-Salt-Identification-Challenge
TGS Salt Identification Challenge (887th solution....)
USTreasuryScraper
A script for generating historical dataset of US Treasury yield.
wordcloud_sample
wordcloud sample