{"id":30660901,"url":"https://github.com/erupturatis/neuralnetworkplayground","last_synced_at":"2025-08-31T14:14:21.256Z","repository":{"id":63682182,"uuid":"568885543","full_name":"erupturatis/NeuralNetworkPlayground","owner":"erupturatis","description":"A website in which you can customize, train and visualize changes in your neural networks as they learn. 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You can currently:\n\n- #### Create any neural network with any arhitecture\n- #### Upload your own custom datasets\n- #### Visualize the training and being able to replay previous epochs\n- #### Save your model + training and loading it later\n- #### Optimze network parameters and hyperparameters\n- #### Change the cosmetics of how the network is displayed\n\n## Looks\n\n![App Screenshot](https://cdn.discordapp.com/attachments/864542134391275543/1058054290326966392/image.png)\n\n### Note !\n\n#### This website was meant as a pet project so it might still have a lot of bugs. If you like this project and want to make it better feel free to open an issue or submit a PR.\n\n## Roadmap\n\n- Adding more activation function\n- Adding Regularization\n- Only doing forward propagation for the current network\n- Visualizing the output neurons relation to input data on a 2d graph similar to [here](https://playground.tensorflow.org/#activation=tanh\u0026batchSize=10\u0026dataset=circle\u0026regDataset=reg-plane\u0026learningRate=0.03\u0026regularizationRate=0\u0026noise=0\u0026networkShape=4,2\u0026seed=0.71560\u0026showTestData=false\u0026discretize=false\u0026percTrainData=50\u0026x=true\u0026y=true\u0026xTimesY=false\u0026xSquared=false\u0026ySquared=false\u0026cosX=false\u0026sinX=false\u0026cosY=false\u0026sinY=false\u0026collectStats=false\u0026problem=classification\u0026initZero=false\u0026hideText=false)\n- Being able to modify individual weights and neurons and deactivate\n- Extending the website to [CNN](https://en.wikipedia.org/wiki/Convolutional_neural_network) or [RNN](https://en.wikipedia.org/wiki/Recurrent_neural_network) arhitectures\n- A lot more\n\n## Contributing\n\n### Tech Stack\n\n**Client:** React, Redux, TailwindCSS, Vite\n\n**Server:** Node, Express\n\n#### To start just clone the repo\n\n- If you want to contribute to the frontend just run `npm install` in the client folder and then`npm run dev`. You will only need a `VITE_API_URL` variable in your .env file if you want to work with the server too.\n- If you want to contribute to the backend run `npm install` in the server folder and then`npm run dev`. You will need the env file with the following\n\n```\nGITHUB_CLIENT_ID = ''\nGITHUB_CLIENT_SECRET = ''\nPORT = ''\nSECRET =''\nMONGO_URI = \"mongodb+srv://username:\u003cpassword\u003e@cluster0.wudiukh.mongodb.net/?retryWrites=true\u0026w=majority\"\nMONGO_PASSWORD = ''\nGOOGLE_CLIENT_ID = ''\nGOOGLE_CLIENT_SECRET = ''\nCLIENT_URL = ''\nSERVER_URL = ''\n```\n\nand set up the oauth services properly. If you have any issues running the project just open a new issue and I will help you as fast as I can\n\n### Apart from this, I hope you like the website!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferupturatis%2Fneuralnetworkplayground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ferupturatis%2Fneuralnetworkplayground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferupturatis%2Fneuralnetworkplayground/lists"}