Simulation

1D Burgers equation simulated by PINN

This is an implementation of PINN(s) on TensorFlow 2 to solve Burgers equation (1D Navier-Stokes eq. with no pressure gradient / external force) under Dirichlet boundary condition w/o training data (data to fit initial & boundary conditions need to be provided). This is keras-utilized version unlike other two of my repos (PINN_wave / PINN_von_Karman). Usage Simply type python main.py to run the entire code. Basic parameters (e.g., network architecture, batch size, initializer, etc.) are found in params.py and could be […]

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API

WANDB Predictions With Python

CI/CD Below we capture the CI/CD scenarios that we would expect with our model endpoints. In the automated build scenario, we capture any changes in the source code for the model server, build the new resultant docker image, push the image to the container registry, and then deploy via cloud run. This captures the CI component. Automated builds based on changes in the master branch In the scheduled build scenario, to ensure that we pull the latest model from wandb […]

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Maps

Retrieval of Faune-France data near a google maps location

Récupération des données de Faune-France près d’un lieu google maps. Utilisation de Bottle (https://bottlepy.org/docs/dev/) Tout passe par le WSGIPour Alwaysdata, c’est dans /admin/config/uwsgi chdir = /home/faune/www wsgi-file = /home/faune/www/wsgi.py L installation est: make install_alwaysdata Sinon faire: Pour l’installation: $ git clone [email protected]:g-normand/faune_proche.git $ cd faune_proche $ make install GitHub View Github    

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Webcam

Some simple programs built in Python: webcam with cv2 that detects eyes and face, with grayscale filter

Algunos programas simples creados en Python: 📹 Webcam con cv2 (OpenCV) que detecta ojos y cara, con filtro de escala de grises (tanto natural como omitiendo el color rojo). 🧮 Calculadora simple utilizando Kivy para desarrollar la interfaz gráfica. 🧑🏻‍🤝‍🧑🏻API REST de usuarios simple hecha con Flask. 📃Procesador CSV utilizando Pandas que lee un documento del Titanic y realiza las siguientes acciones: Carga sus datos Revisa las filas Calcula la edad de los pasajeros Histograma Calcula el número de pasajeros […]

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DNS

Dns Client Server For Python

DNS Server: supporting all types of queries and replies. Should be able to do both recursive and iterative queries. Caching to be implemented. Client like nslookup: as close as possible to the existing nslookup, all options, all functionality, use of the file /etc/resolv.conf Clone Respository $ git clone https://github.com/Nishant-Badgujar18/Dns-client-server.git To compile and run the code Run the server in one terminal by typing the command ‘python3 dns-server.py’. On the other terminal run client side commands one by one. Types of […]

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