tinygp | The tiniest of Gaussian Process libraries | Analytics library
kandi X-RAY | tinygp Summary
kandi X-RAY | tinygp Summary
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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- 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 .
tinygp Key Features
tinygp Examples and Code Snippets
Community Discussions
Trending Discussions on tinygp
QUESTION
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 10:47It is simple just store the values in 2 variables.
QUESTION
I saw such an if loop in a project : ;=10
...ANSWER
Answered 2020-Dec-15 at 21:12It's code that was HTML encoded. <
is the encoding for the <
character and >
is the encoding for the >
character.
So this:
QUESTION
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 13:18Is 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;
andSoftwareSerial ss(RXPin, TXPin);
in
void setup()
changess.begin(GPSBaud)
toSerial1.begin(GPSBaud)
in
smartDelay
function replacess.available()
withSerial1.available()
andss.read()
withSerial1.read()
QUESTION
- 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 14:20To 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:
QUESTION
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 19:10The 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.
QUESTION
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 16:50As pointed out by Juraj as comment to the question, I was using the wrong print command.
QUESTION
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 07:22There are many ways to implement this but roughly speaking there are several problems to solve:
- Read GPS data and make this accessible remotely
- Fetch the data in the MIT app
- (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 remotelyThe 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:
QUESTION
ANSWER
Answered 2020-Mar-29 at 17:28You have a big issue, you never get the data from your GPS object into your variables. Do is as follows:
QUESTION
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 14:56Not 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
QUESTION
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 02:34Thanks, that seems to have fixed it. All the tutorials I looked at used delay(), so I didn't think it would affect it
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Install tinygp
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.
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