Yuta Kanzawa (ytknzw)

ytknzw

Geek Repo

Company:Zurich Insurance

Location:Tokyo

Home Page:https://ytknzw.github.io/

Twitter:@yutakanzawa

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Yuta Kanzawa's repositories

AI-SUM

"Data, Task and Algorithm Complexity in Deep Learning Projects", Dimitris Katsios and Suzana Ilic at Nikkei's AI/SUM, Tokyo, Japan

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area_cepages_france

Area of the French wine cepages per year.

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bayreuth-survival-guide

Bayreuth survival guide for non-German speakers

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cheatsheet-translation

Translation of VIP cheatsheets for Machine Learning and Deep Learning

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code4wine

Code for wine: repository for wine-related data science projects

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covid19_fastai_translation

https://www.fast.ai/2020/03/09/coronavirus/

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EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

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EN-JP-ML-Lexicon

This is a English-Japanese lexicon for Machine Learning and Deep Learning terminology.

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espresso-python

Espresso keeps your computer awake from the system tray.

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ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

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export-to-onnx

Export examples for ONNX

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ggpattern

ggplot geoms with pattern fills

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keras

Deep Learning for humans

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number_recognizer

handwritten number recognizer by scikit-learn

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onnx

Open standard for machine learning interoperability

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optuna

A hyperparameter optimization framework

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pandoc-action-example

using the pandoc document converter on GitHub Actions

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ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

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python-miniconda

An example repository utilizing the Docker container registry for Anaconda packages.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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save_restaurants

Utility scripts for save-restaurants.info

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semidbm

Cross platform (fast) DBM interface in python

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