cottonwood | flexible neural network framework for running experiments | Machine Learning library

by brohrer Python Version: 8 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions(5)Vulnerabilities Install Support

kandi X-RAY | cottonwood Summary

cottonwood is a Python library typically used in Artificial Intelligence, Machine Learning applications. cottonwood has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install cottonwood' or download it from GitLab, GitHub, PyPI.

Cottonwood is built to be as flexible as possible, top to bottom. It's designed to minimize the iteration time when running experiments and testing ideas. It's meant to be tweaked. Fork it. Add to it. Customize it to solve the problem at hand. For more of the thought behind it, read the post " Why another framework? and Why did you name it that?. This code is always evolving. I recommend referencing a specific tag whenever you use it in a project. Tags are labeled v1, v2, etc. and the code attached to each one won't change. If you want to follow along with the construction process for Cottonwood, you can get a step-by-step walkthrough in the e2eML sequence Course 312, Course 313, and Course 314.

Support

Quality

Security

License

Reuse

Support

cottonwood has a low active ecosystem.

It has 68 star(s) with 13 fork(s). There are 13 watchers for this library.

It had no major release in the last 12 months.

There are 0 open issues and 5 have been closed. On average issues are closed in 111 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of cottonwood is 8

Quality

cottonwood has 0 bugs and 0 code smells.

Security

cottonwood has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

cottonwood code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

cottonwood is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

cottonwood releases are not available. You will need to build from source code and install.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

It has 1608 lines of code, 122 functions and 30 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed cottonwood and discovered the below as its top functions. This is intended to give you an instant insight into cottonwood implemented functionality, and help decide if they suit your requirements.

Run the autoencoder
Add error image
Evaluate the function
Render the graph
Update the weights of the layer
Calculate minibatches for a given layer
Reports the parameter types
String representation of the neural network
Evaluate hyperparameters
Update the weight of a layer
Update layer weights

Get all kandi verified functions for this library.

cottonwood Key Features

No Key Features are available at this moment for cottonwood.

cottonwood Examples and Code Snippets

The Cottonwood Machine Learning Framework,Installation

Python

Lines of Code : 2

License : Permissive (MIT)

Copy

git clone https://github.com/brohrer/cottonwood.git
python3 -m pip install -e cottonwood

The Cottonwood Machine Learning Framework,Try it out

Python

Lines of Code : 2

License : Permissive (MIT)

Copy

python3

>>> import cottonwood.demo

The Cottonwood Machine Learning Framework,Versioning

Python

Lines of Code : 2

License : Permissive (MIT)

Copy

cd cottonwood
git checkout v14

Community Discussions

Trending Discussions on cottonwood

React Table 7 - Expand Rows on Table Load

How to mark an area in plotly 3D surface plot?

how to display cities in one dropdown based on selected state in other dropdown using json data in angular ionic?

How to download email attachments from outlook using Python

How to assign a color to a variable in R?

QUESTION

React Table 7 - Expand Rows on Table Load

Asked 2022-Jan-11 at 01:12

I am trying to expand a react table 7 automatically on table load. If I hard code the tables expanded initialState it works, but I need to be able to do it programmatically since the number of rows being loaded changes depending on other data selection factors.

I've setup my table so that it takes in 2 props, expandedRows which is a boolean and expandedRowObj which is an object that contains the index of each row and a true value to be expanded.

I'm using useEffect to loop through the data and create a new object that has the data index as a key and sets true as the property. I then pass this array of objects as a prop to the tables initialState.

I can see using the devTools that the intitalState on the table is being set to:

...

ANSWER

Answered 2022-Jan-11 at 01:12

Using a memoized array, instead of a state array mutated by useEffect, seems to work just fine (sandbox):

Source https://stackoverflow.com/questions/70660196

QUESTION

How to mark an area in plotly 3D surface plot?

Asked 2021-Nov-22 at 21:43

I use plotly to create a 3D elevation profile from xyz data which works pretty well with the following code:

...

ANSWER

Answered 2021-Nov-17 at 23:42

Since you haven't provided a sample of your data, I'm basing an initial suggestion on the example from Topographical 3D Surface Plot. This might need some additional tweaking, but you can use fig.add_trace(go.Scatter3D) to highlight a subset of your coordinates like this:

Let me know how this works out for you and we can take a closer look at the details.

Complete code:

Source https://stackoverflow.com/questions/70011559

QUESTION

how to display cities in one dropdown based on selected state in other dropdown using json data in angular ionic?

Asked 2021-Apr-27 at 16:44

following are my files for html, .ts and json . As json data was very extensive therefore i have just added a few states and their cities. my 1st dropdown is showing all states. Now I want to match my 1st dropdown's selected value of state with a key "state" in "cities" object in my json file so i can populate 2nd dropdown with cities relevant to that state. and I want to do this in function "getCitiesForSelectedState". please help me find solution for this.

//.ts file

...

ANSWER

Answered 2021-Apr-27 at 16:44

You can do it with the $event parameter. Make sure to compare your values safely.

If your value is not in the right type or has spaces or unwanted chars, this c.state == val might not work.

You can use the trim function to compare your value safely: c.state.trim() == val.trim()

HTML

Source https://stackoverflow.com/questions/67284495

QUESTION

How to download email attachments from outlook using Python

Asked 2020-Apr-08 at 19:44

I tried to use this script I found here. What I want to do is given either some subject line or email I will download and save the attachment.

This is the code I used:

...

ANSWER

Answered 2020-Apr-08 at 19:44

Work with Items.Restrict Method (Outlook) to filter by subject line and attachment. see Filtering Items

Source https://stackoverflow.com/questions/61086486

QUESTION

How to assign a color to a variable in R?

Asked 2020-Feb-25 at 15:21

I have a list of species that I have to color code based on taxonomic grouping and I'm not sure how to.

Here is the list:

Homo sapiens - human being Mus musculus - house mouse Danio rerio - zebrafish Drosophila melanogaster - fruit fly Xenopus tropicalis - tree frog S. cerevisiae - budding yeast Arabidopsis thaliana Oryza sativa - Rice Populus trichocarpa - Cottonwood (poplar tree)

Here is the code I have so far:

...

ANSWER

Answered 2020-Feb-25 at 15:00

To color the boxplot you need to pass a vector of colors as col. There are several way to proceed, if you want to use the column species, one way is to use the unique levels of your this column (cause species is of class factor):

Source https://stackoverflow.com/questions/60395926

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install cottonwood

Whether you want to pull Cottonwood into another project, or experiment with ideas of your own, you'll want to clone the repository to your local machine and install it from there.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: