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yumeone's Projects

market-microstructure icon market-microstructure

Developing statistical models on Python to describe the fluctuations of tick-by-tick single asset price moves (microstructure noise) : Markov renewal processes, Poisson Processes, Brownian motion. Rare event probability estimation through importance sampling, MCMC/Splitting and interacting particules methods.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

math_dl_book_info icon math_dl_book_info

書籍「最短コースでわかる ディープラーニングの数学」用サポートサイト

minnano_ai icon minnano_ai

YouTubeのライブ講義「【Live!人工知能 】みんなのAI講座」、およびUdemyコース「みんなのAI講座」で使用する教材です。

ml_dl_nlp_road_map icon ml_dl_nlp_road_map

This repo contains learning about ml, dl, nlp , fearure engg. statistics , webframework, time series analysis , etc.

pycaret icon pycaret

An open-source, low-code machine learning library in Python

pygsflow icon pygsflow

Python package to Create, Read, Write, Edit, and Visualize GSFLOW models

pysteps icon pysteps

Python framework for short-term ensemble prediction systems.

pyswarms icon pyswarms

A research toolkit for particle swarm optimization in Python

python-book icon python-book

ゼロから学ぶ Python: https://rinatz.github.io/python-book

rainfall-prediction icon rainfall-prediction

Rainfall prediction models (Linear and Logistic) trained on publicly available datasets from Austin, Texas

react-hooks-101 icon react-hooks-101

Udemyのプログラミングコース「React Hooks 入門 - HooksとReduxを組み合わせて最新のフロントエンド状態管理手法を習得しよう!」で実装したソースコード

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