zuqqhi2のIT日記

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Archive for the 'Machine Learning' Category


   May 21

Visualization of Neural Network and its Training using Tensorboard

By zuqqhi2 Posted in Academic, Machine Learning , , , | No Comments »

Introduction Sometimes I guess you think you want to visualize Neural Networks and see learning curve immediat […]

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   Jan 08

[Machine Learning]Created docker image including python ML libraries

By zuqqhi2 Posted in Academic, Programming, Machine Learning, Environment , , , , , , | No Comments »

Introduction Some time taking much time to install libraries related machine learning and sandbox environment […]

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   Dec 11

[MachineLearning]How to introduce to real project

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Under construction…

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   Jun 17

Collaborative Filtering by Mahout

By zuqqhi2 Posted in Machine Learning , , | Comments Off on Collaborative Filtering by Mahout
mahout

Try to do collaborative Filtering by Mahout. Mahout provides machine learning functions and we can use them wi […]

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   Mar 27

Basic Clustering

By zuqqhi2 Posted in Academic, Machine Learning , | Comments Off on Basic Clustering

Under construction…

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   Mar 26

Collaborative Filtering

By zuqqhi2 Posted in Academic, Machine Learning , | Comments Off on Collaborative Filtering

Under construction…

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   Jul 06

[Go]{LeastSquareMethod]Optimize parameters with polynomial by Least Square Method

By zuqqhi2 Posted in Academic, Machine Learning , , | Comments Off on [Go]{LeastSquareMethod]Optimize parameters with polynomial by Least Square Method

Required partial differentiation Elementary matrix Least Square Method 20140706 zuqqhi2-lsm-v1 from Hidetomo S […]

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   Jul 24

Neural Net Learning with Most Decent Method part5

By zuqqhi2 Posted in Academic, Machine Learning , | Comments Off on Neural Net Learning with Most Decent Method part5

Set initial value to weights and threshold(weight_input_hidden, weight_hidden_output, threshold_hidden), prepa […]

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   Jul 20

[Ruby]Neural Net Learning with Most Decent Method part4

By zuqqhi2 Posted in Academic, Machine Learning , | Comments Off on [Ruby]Neural Net Learning with Most Decent Method part4

Target I wrote tiny sample program about neural network. So, I’ll organize equations for memo. Neural Ne […]

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   Jul 18

[Ruby]Neural Net Learning with Most Decent Method part3

By zuqqhi2 Posted in Academic, Machine Learning , , | Comments Off on [Ruby]Neural Net Learning with Most Decent Method part3

Target Previous neural network program doesn’t work. So I’ll fix the problem. Program I made mista […]

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   Jul 16

[Ruby]Neural Net Learning with Most Decent Method part2

By zuqqhi2 Posted in Academic, Machine Learning , , | Comments Off on [Ruby]Neural Net Learning with Most Decent Method part2

Continue yesterday’s thing. I write whole thing, but it doesn’t work. Weights become NaN… I& […]

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   Jul 15

[Ruby]Neural Net Learning with Most Decent Method part1

By zuqqhi2 Posted in Academic, Machine Learning , , | Comments Off on [Ruby]Neural Net Learning with Most Decent Method part1

Target I just want to write neural network program. So, I’ll write it with most decent method which is m […]

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   Jul 03

[R]Try to make clusters with k-means

By zuqqhi2 Posted in Academic, Machine Learning , , | Comments Off on [R]Try to make clusters with k-means

What I want to do I’ll use R which is for analyzing to make clusters with the data set. Preparing I&#821 […]

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   Jun 13

[CoffeeScript]Multi-Dimesional-Scaling

By zuqqhi2 Posted in Academic, Machine Learning , , , | Comments Off on [CoffeeScript]Multi-Dimesional-Scaling

What I want to do Multi-Dimension-Scaling is how to explain high dimension data as low dimension data. This me […]

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