tinygp | The tiniest of Gaussian Process libraries | Analytics library

 by   dfm Python Version: 0.2.3rc1 License: MIT

kandi X-RAY | tinygp Summary

kandi X-RAY | tinygp Summary

tinygp is a Python library typically used in Analytics, Numpy applications. tinygp 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 tinygp' or download it from GitHub, PyPI.

tinygp is an extremely lightweight library for building Gaussian Process (GP) models in Python, built on top of jax. It has a nice interface, and it's pretty fast. Thanks to jax, tinygp supports things like GPU acceleration and automatic differentiation. Check out the docs for more info: tinygp.readthedocs.io.
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            kandi-support Support

              tinygp has a low active ecosystem.
              It has 223 star(s) with 20 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 14 open issues and 41 have been closed. On average issues are closed in 18 days. There are 3 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of tinygp is 0.2.3rc1

            kandi-Quality Quality

              tinygp has 0 bugs and 0 code smells.

            kandi-Security Security

              tinygp has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              tinygp code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              tinygp is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              tinygp releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              It has 2716 lines of code, 286 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 tinygp and discovered the below as its top functions. This is intended to give you an instant insight into tinygp implemented functionality, and help decide if they suit your requirements.
            • Predict the model .
            • Compute the dense covariance matrix .
            • Compute the Cholesky metric .
            • Return the unit square of a vector r .
            • Evaluate the function op .
            • Compute the diagonal of a matrix .
            • Compute a constant mean value .
            • Find a meta string .
            • Initialize the metric .
            • Pads X .
            Get all kandi verified functions for this library.

            tinygp Key Features

            No Key Features are available at this moment for tinygp.

            tinygp Examples and Code Snippets

            No Code Snippets are available at this moment for tinygp.

            Community Discussions

            QUESTION

            RE: Arduino with neo 6m GPS and push button
            Asked 2021-Jul-06 at 10:47

            I am an aeronautical student, new to the coding environment. I'm currently working on a GPS neo 6m module with Arduino mega 2560, where I wanted to save the current location upon pressing the push button. Which function is to be used to save the location by pressing the push button. Here is what I have done so far. Any help would be much appreciated. Thanks in advance.

            ...

            ANSWER

            Answered 2021-Jul-06 at 10:47

            It is simple just store the values in 2 variables.

            Source https://stackoverflow.com/questions/68268434

            QUESTION

            ;=10 Is there such a use in Arduino?
            Asked 2020-Dec-15 at 21:12

            I saw such an if loop in a project : ;=10

            ...

            ANSWER

            Answered 2020-Dec-15 at 21:12

            It's code that was HTML encoded. < is the encoding for the < character and > is the encoding for the > character.

            So this:

            Source https://stackoverflow.com/questions/65313711

            QUESTION

            When I change NEO-6m Baud Rate it looses it's accuracy
            Asked 2020-Dec-09 at 13:18

            I have an actual legitimate NEO-6m that works fine on 9600 Baud. It is fairly accurate and it shows my house on google maps. However, when I go to u-center and change the Baud Rate to 115200, it looses it's accuracy by a couple streets. It goes from my house to about 30-ish miles away. I'm using this neo-6m with an Arduio Mega. I'm using the "Full Example" test code provided by the Tiny-GPS library, and I'm having no issues with that. Is there any way to change the Baud Rate and still keep it's accuracy?

            Here is the code in case you want it:

            ...

            ANSWER

            Answered 2020-Dec-09 at 13:18

            Is there any particular reason you are using a software serial on pins 10 and 11? SS is based on bit-banging the UART signal, it works okay for low baud rates such as 9600, but 115200 is probably beyond its limits.

            You could try connecting the GPS to one of 4 hardware serial ports, for example Serial1 (TX on 18 and RX on 19). This will require some modifications to the code:

            • remove static const int RXPin = 10, TXPin = 11; and SoftwareSerial ss(RXPin, TXPin);

            • in void setup() change ss.begin(GPSBaud) to Serial1.begin(GPSBaud)

            • in smartDelay function replace ss.available() with Serial1.available() and ss.read() with Serial1.read()

            Source https://stackoverflow.com/questions/65200976

            QUESTION

            GPS module on ESP32 not giving valid logs
            Asked 2020-Nov-05 at 14:20

            Environments
            • osx
            • esp32
            • vscode
            • platformio

            I am working on an ESP32 module with this GPS module (very similar except the one I have has "ublox" logo on it - bought about 2 years ago).

            ...

            ANSWER

            Answered 2020-Nov-05 at 14:20

            To me it looks like the GPS module is sending data properly, but hasn't got any available. It could still be looking for satellites. You can try printing the number of available ones, and simply wait longer:

            Add the following lines to your program before your if statement:

            Source https://stackoverflow.com/questions/64690918

            QUESTION

            ublox 7 based GPS module - incomplete data/incorrectly formatted data most of the time when retrieving from UART pins on board with Arduino
            Asked 2020-Jun-13 at 08:36

            I have seen many tutorials on this topic but I'm unable to determine an issue with the incomplete nature of most (>90%) of all messages I receive from my GT-U7, which is based on ublox NEO-7 (although confusingly the description of the item in the Amazon shop says NEO-6, however reviews and also the u-center state, it's a NEO-7):

            Here is the code:

            ...

            ANSWER

            Answered 2020-Jun-07 at 19:10

            The value of baud must be set to the same value like setting of module NEO-7. As far as I can see, 9600 is the default value for it and you don't need to use any others. But you can check exactly what value is set for the module.

            I'm not sure, but have you tried the following code? Or this example as is.

            Source https://stackoverflow.com/questions/62249389

            QUESTION

            NEO-6M GPS returns integers instead of NMEA message (Arduino Uno)
            Asked 2020-May-15 at 16:51

            I have connected a NEO-6M GPS module with an Arduino Uno and established serial communication between the two. The problem is that I only get integers from the GPS and not an NMEA-message as expected.

            This seems to stay the same when the led is blinking - and thus established GPS connection - and when it's not blinking.

            Has anybody encountered this problem? Any idea what I'm doing wrong? I can't see what I'm missing.

            I also read some bad reviews about this module that it is very fragile and can be easily damaged, but I don't know how to check this (except for ordering a new one...)

            Hardware Setup

            ...

            ANSWER

            Answered 2020-May-15 at 16:50

            As pointed out by Juraj as comment to the question, I was using the wrong print command.

            Source https://stackoverflow.com/questions/61675076

            QUESTION

            Connecting ESP8266 (NodeMCU) with Android app (MIT APP inventor) especially the longitude and latitude from a gps module
            Asked 2020-Apr-13 at 07:22

            This is the value of latitude and longitude in my serial Arduino.

            ]1

            This is my example design in Mit App inventor

            This is the blocks of my design in Mit app

            Gps Code:

            ...

            ANSWER

            Answered 2020-Apr-13 at 07:22

            There are many ways to implement this but roughly speaking there are several problems to solve:

            1. Read GPS data and make this accessible remotely
            2. Fetch the data in the MIT app
            3. (Bonus - part of the question in the comment) Lookup the address for the co-ordinates and display in the map

            The example below implements a minumum solution and assumes that the MIT app has access to the ESP8266 on the same network.

            Read GPS data and make this accessible remotely

            The ESP8266 can read the GPS data in a loop and make this accessible via the ESP8266WebServer. Here we implement a REST endpoint that returns the location as a JSON payload. So this location is available when a client does an HTTP GET on http://esp8266-ip-address/location.

            You can test this with:

            Source https://stackoverflow.com/questions/60947081

            QUESTION

            Trying to get the location of my GPS but the serial received 0.00000;0.00000
            Asked 2020-Mar-29 at 17:28

            Arduino code:

            ...

            ANSWER

            Answered 2020-Mar-29 at 17:28

            You have a big issue, you never get the data from your GPS object into your variables. Do is as follows:

            Source https://stackoverflow.com/questions/60912993

            QUESTION

            Serial2 of ESP32 not responding( NEO 6M GPS)
            Asked 2020-Feb-29 at 14:56

            I am doing an Autonomous Car project and I have a NEO 6M GPS module, I am using an ESp32 as the board, the module works fine with Arduino and Nodemcu. but not with ESP32, the reason being it not supporting software serial, so I took help from https://www.youtube.com/watch?v=GwShqW39jlE&feature=emb_title

            I added hardware serial but still, there is no output I have provided the code below

            ...

            ANSWER

            Answered 2020-Feb-29 at 14:56

            Not knowing which ESP32 Module you use exactly, there are two show stoppers

            NEO-6M GPS Module needs 5 V, ESP32 pins deliver max 3.6V - normaly 3.3V
            Some ESP32 modules block certain pins to use them for SD card, camera, lcd or other on board features. So look up the datasheet of your esp32 board variant.

            The code should be ok if HWSerial2 exists If you use ESP32 version below 1.03 you have to define HWSerial,
            ESP32 1.04 up this is not necessary any more

            Source https://stackoverflow.com/questions/60421562

            QUESTION

            Neo-6M GPS returning no values on Arduino Nano
            Asked 2020-Jan-22 at 02:34

            I have recently bought a GPS module for my Arduino Nano. The GPS is not picking up any satellites. I have checked my code and wiring and cannot see anything that could be affecting it. Sometimes when the code is first run, it sends a jumbled NMEA code, but stops. My code is below.

            ...

            ANSWER

            Answered 2020-Jan-22 at 02:34

            Thanks, that seems to have fixed it. All the tutorials I looked at used delay(), so I didn't think it would affect it

            Source https://stackoverflow.com/questions/59833670

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

            Vulnerabilities

            No vulnerabilities reported

            Install tinygp

            You can install using 'pip install tinygp' or download it from GitHub, PyPI.
            You can use tinygp like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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:

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            Install
          • PyPI

            pip install tinygp

          • CLONE
          • HTTPS

            https://github.com/dfm/tinygp.git

          • CLI

            gh repo clone dfm/tinygp

          • sshUrl

            git@github.com:dfm/tinygp.git

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