tract | Tiny , no-nonsense , self-contained , Tensorflow and ONNX | Machine Learning library

by sonos Rust Version: 0.21.5 License: Non-SPDX

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | tract Summary

tract is a Rust library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. tract has no bugs, it has no vulnerabilities and it has medium support. However tract has a Non-SPDX License. You can download it from GitHub.

Sonos' Neural Network inference engine.

Support

Quality

Security

License

Reuse

Support

tract has a medium active ecosystem.

It has 1705 star(s) with 170 fork(s). There are 37 watchers for this library.

There were 4 major release(s) in the last 6 months.

There are 24 open issues and 149 have been closed. On average issues are closed in 21 days. There are 12 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of tract is 0.21.5

Quality

tract has no bugs reported.

Security

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

License

tract has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

tract releases are available to install and integrate.

Installation instructions are available. Examples and code snippets are not available.

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tract Key Features

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tract Examples and Code Snippets

No Code Snippets are available at this moment for tract.

Community Discussions

Trending Discussions on tract

embracing operator inside mutate function

Remove geom_point from certain geom_line in R ggplot2

Converting CSV data for access inside classes

Merging and stacking dataframes together

new variable by subtracting rows based on condition in grouped data

Axes top view layout

Regex Expression with Conditional formatting in a Google Sheet with tracts

How do I use the getItemLayout prop for in React Native?

How I can save the output in a text file

Regular Expression for Census Tracts

QUESTION

embracing operator inside mutate function

Asked 2021-Jun-11 at 15:40

I'm trying to write a function I'm frequently in my dissertation but having a hard time getting it to run.

The code works but then fails once I run the function, I think, because of how R reads in the designated variable via the embracing function options. Here is the successful code for one variable, prburden and a link to sample data:

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ANSWER

Answered 2021-Jun-11 at 05:48

Try this function -

Source https://stackoverflow.com/questions/67142718

QUESTION

Remove geom_point from certain geom_line in R ggplot2

Asked 2021-Jun-03 at 20:13

I have this DF:

...

ANSWER

Answered 2021-Jun-03 at 20:13

This could be achieved by passing a filtered dataset to geom_point like so:

Source https://stackoverflow.com/questions/67828034

QUESTION

Converting CSV data for access inside classes

Asked 2021-May-21 at 23:20

I am trying to develop TypeScript classes to access data in a csv file. The original spreadsheet looks like this:

I took that and converted it into a CSV file and quickly parsed it like so:

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ANSWER

Answered 2021-May-11 at 01:12

I haven't tested this, but it should work

Source https://stackoverflow.com/questions/67479082

QUESTION

Merging and stacking dataframes together

Asked 2021-May-16 at 18:29

Say I have one dataframe that looks like this

...

ANSWER

Answered 2021-May-16 at 18:00

You can try pd.concat:

Source https://stackoverflow.com/questions/67559894

QUESTION

new variable by subtracting rows based on condition in grouped data

Asked 2021-May-16 at 10:48

I have data for every census tract in the country at three time points (2000, 2013, 2019) that is grouped by CBSA. I'm trying to create a new variable called cont_chg_pedu_colplus that is the difference between the 2013 and 2000 value for pedu_colplus. So, in my example below, I want to create a new column called cont_chg_pedu_colplus that returns the value of 3.0 (14.6 - 11.6). Ideally, each group of tracts would have the same value, since I'm only interested in the difference between time 1 and time 2.

...

ANSWER

Answered 2021-Apr-21 at 04:15

I'll assume that for each unique pair of tractid and CBSA_name, there are up to 3 entries for year (possible values 2000, 2013, or 2019) and no two years are the same for a given pair of tractid and CBSA_name.

First, we'll group the values in the data frame by tractid and CBSA_name. Each group will have up to 3 rows, one for each year. We do this with dplyr::group_by(tractid, CBSA_name).

Next, we'll force the group to have all 3 years. We do this with tidyr::complete(year = c(2000, 2013, 2019)) as you suggested in the comments. (This is better than my comment using filter(n() == 3), because we actually wouldn't care if only 2019 were missing, and we are able to preserve incomplete groups.)

Then, we can compute the result you're interested in: dplyr::mutate(cont_chg_pedu_colplus = pedu_colplus[year == 2013] - pedu_colplus[year == 2000]). We just need to dplyr::ungroup() after this and we're done.

Final code:

Source https://stackoverflow.com/questions/67188006

QUESTION

Axes top view layout

Asked 2021-May-09 at 08:05

I'm creating a lot plot using Plotly.JS. The implementation is similar to this Tract Plotter

and this is the layout of plot that I want to achieve.

here's I created.

Snippets

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ANSWER

Answered 2021-May-09 at 08:05

Here's the solution I created using brute force solution. I increased the axes range by getting the lowest and highest of x & y coordinates. using this the plots will compress.

Snippet

Source https://stackoverflow.com/questions/66810996

QUESTION

Regex Expression with Conditional formatting in a Google Sheet with tracts

Asked 2021-May-08 at 06:28

So I have to do some conditional formatting for a google spread sheet. Essentially I need to ensure that of a set of data, all of the census tracts that exist in the county need. I want to use conditional formatting to automatically highlight all of the tracts that is in the data set that don't exist in the county. I have a long chain of regex that is not working right now but it contains the data set of tracts that exist in the county. Any suggestions for better solutions would be great.

=NOT(REGEXMATCH(G1,"^(?:5001|5002|5003|5004|5005|5006|5008|5009.01|5009.02|5010|5011.01|5011.02|5012|5013|5014.01|5014.02|5015.01|5015.02|5016|5017|5018|5019|5020.01|5020.02|5021.01|5021.02|5022.01|5022.02|5023.01|5023.02|5024|5025|5026.01|5026.03|5026.04|5027.01|5027.02|5028|5029.01|5029.02|5029.03|5029.06|5029.07|5029.08|5029.09|5029.10|5030.01|5030.02|5030.03|5031.05|5031.08|5031.10|5031.11|5031.12|5031.13|5031.15|5031.16|5031.17|5031.18|5031.21|5031.22|5031.23|5032.04|5032.07|5032.08|5032.10|5032.11|5032.12|5032.13|5032.14|5032.17|5032.18|5033.04|5033.05|5033.06|5033.12|5033.13|5033.15|5033.21|5033.22|5033.23|5033.24|5033.25|5033.26|5033.27|5033.29|5033.30|5033.31|5033.32|5033.33|5033.34|5033.36|5033.37|5034.01|5034.02|5035.04|5035.06|5035.07|5035.08|5035.09|5035.10|5035.11|5036.01|5036.02|5037.03|5037.07|5037.08|5037.09|5037.10|5037.11|5037.12|5037.13|5038.02|5038.03|5038.04|5039.02|5039.03|5040.01|5040.02|5041.01|5041.02|5042.01|5042.02|5043.07|5043.08|5043.11|5043.14|5043.15|5043.16|5043.17|5043.18|5043.19|5043.20|5043.21|5043.22|5043.23|5044.10|5044.11|5044.12|5044.13|5044.14|5044.15|5044.16|5044.17|5044.18|5044.20|5044.21|5044.22|5044.23|5045.04|5045.05|5045.06|5045.07|5046.01|5046.02|5047|5048.02|5048.03|5048.05|5048.06|5049.01|5050.01|5050.06|5050.07|5050.08|5050.09|5051|5052.02|5052.03|5053.01|5053.02|5053.03|5053.04|5053.05|5054.01|5054.02|5054.03|5055|5056|5057|5058|5059|5060|5061.01|5061.02|5061.03|5062.02|5062.03|5062.04|5063.01|5063.02|5063.04|5063.05|5064.01|5064.02|5065.01|5065.02|5065.03|5066.01|5066.03|5066.04|5066.05|5066.06|5067.01|5067.02|5067.03|5068.01|5068.02|5068.03|5068.04|5069|5070.01|5070.02|5071|5072.03|5072.05|5072.06|5073.01|5073.02|5074.01|5074.02|5075|5076|5077.01|5077.02|5077.03|5078.05|5078.06|5078.07|5078.08|5079.03|5079.04|5079.05|5079.06|5080.01|5080.03|5080.04|5081.01|5081.02|5082.02|5082.03|5082.04|5083.01|5083.03|5083.04|5084.01|5084.03|5084.04|5085.03|5085.04|5085.05|5085.07|5085.08|5086.01|5086.02|5087.03|5087.04|5088|5089|5090|5091.02|5091.05|5091.06|5091.07|5091.08|5091.09|5092.01|5092.02|5093.02|5093.03|5093.04|5094.01|5094.03|5094.04|5095|5096|5097|5098.01|5098.02|5099.01|5099.02|5100.01|5100.02|5101|5102|5103|5104|5105|5106|5107|5108.01|5108.02|5108.03|5109|5110|5111|5112|5113.01|5113.02|5114|5115|5116.08|5116.09|5117.01|5117.02|5117.04|5117.05|5117.07|5118|5119.05|5119.07|5119.09|5119.10|5119.11|5119.12|5119.13|5119.14|5119.15|5119.16|5120.01|5120.05|5120.17|5120.19|5120.20|5120.21|5120.22|5120.23|5120.24|5120.25|5120.26|5120.27|5120.29|5120.30|5120.31|5120.32|5120.33|5120.34|5120.35|5120.36|5120.37|5120.38|5120.39|5120.42|5120.43|5120.45|5120.47|5120.52|5120.53|5121|5122|5123.05|5123.07|5123.08|5123.09|5123.10|5123.11|5123.12|5123.13|5123.14|5124.01|5124.02|5125.03|5125.05|5125.06|5125.08|5125.09|5125.10|5126.02|5126.03|5126.04|5130|5135)$"))

...

ANSWER

Answered 2021-May-08 at 06:28

This does not seem like a good use of regex. You should embed that list somewhere in the spreadsheet and then in your conditional formula use a vlookup inside an isna to deliver a true/false whether it is in the list.

Unfortunately, Google Sheets does not allow the conditional formula to reference off-sheet ranges, so you'll have to keep both lists on the same sheet.

Source https://stackoverflow.com/questions/67443316

QUESTION

How do I use the getItemLayout prop for in React Native?

Asked 2021-Apr-30 at 18:42

I have a Flatlist. The data array is the contents of a book(paragraphs, images, subHeadings). How do I implement the getItemLayout prop correctly on my FlatList? I understand this is suppose to tell the FlatList the height of each item to make it more performant. However how am I to find out the size of each item? Is that something that I am to determine arbitrarily meaning by guesstimating? Every item is a different size. I have tried entering random values in getItemLayout just to see what happens however I don't really know how to tell which value would be the correct value.

This is my FlatList

...

ANSWER

Answered 2021-Apr-30 at 18:42

If your list items consistently have the same height, you can pass it to that prop to prevent React Native from having to measure them every time. Even if you are not explicitly setting the height as a style, the computed height may be the same. You can find this by inspecting your items in dev tools.

Most likely, though, the performance issues are the result of a number of factors. How large are the images that you're rendering? Are they significantly larger than the rendered dimensions, and could they be resized? How many items are you rendering?

Also, try removing the useCallback on your renderItem. That may actually worsen performance here, and is unnecessary

Source https://stackoverflow.com/questions/67338792

QUESTION

How I can save the output in a text file

Asked 2021-Apr-24 at 22:04

I use the library TextRazor to analyze a text and save it in a text file but when I open the file it's empty

...

ANSWER

Answered 2021-Apr-24 at 21:55

ls -w is not a valid command as an integer is needed after the -w. Furthermore, do not use os.popen: it is not portable. Use the Python API instead (see os.walk).

Source https://stackoverflow.com/questions/67247721

QUESTION

Regular Expression for Census Tracts

Asked 2021-Apr-19 at 21:44

I am working on making sure a form input is parsed correctly through google forms and I was trying to use my limited regex knowledge to make sure that people do not input tracts incorrectly.

usually a tract is given in an example such as 5129.01 All tracts in the county start with 5, have a second character that is either a 0 or a 1,and if it is a 1, the third character is either [0 - 3] else its [0-9].

I have a working expression but I would like to ensure that if the second character is a 1 the user wouldn't be able to enter a tract like 5150.01

This is what I have: ^5[0-1]([0-9]{2})(\.([0-9]{2}))?$ and this is what is not working: ^5[0-1](?(?<=1)\d|[0-3])(\.([0-9]{2}))?$

Any help would be appreciated thanks

...

ANSWER

Answered 2021-Apr-19 at 21:44

I hope this answers your question, please comment and I can edit accordingly.

The pattern:

Source https://stackoverflow.com/questions/67169315

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

Vulnerabilities

No vulnerabilities reported

Install tract

MobileNet v2 with ONNX
MobileNet v2 with ONNX and batch
MobileNet v2 with TensorFlow
From Keras and TensorFlow 1 in Jupyter to tract
From Keras and TensorFlow 2 in Jupyter to tract
ResNet with PyTorch

Support

These models among others, are used to track tract performance evolution as part of the Continuous Integration jobs. See .travis/README.md and .travis/bundle-entrypoint.sh for more information.

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