Code Monkey home page Code Monkey logo

Satvik Varshney 's Projects

bitwiselearner icon bitwiselearner

An innovative project utilizing Recurrent Neural Networks (RNNs) to perform multiplication on binary integers. This repository showcases how deep learning can understand and execute fundamental arithmetic operations on binary data, offering insights and methodologies for similar tasks.

deep-learning-for-spacetime-classification icon deep-learning-for-spacetime-classification

This project applies machine learning techniques to the classification of spacetimes in the context of general relativity, specifically addressing the Petrov classification of the Weyl tensor

elicit icon elicit

An NLP-driven tool that intelligently interprets and contextualizes content within and across unstructured documents, enabling natural language queries for precise information retrieval

genai-evenmnist icon genai-evenmnist

GenAI-EvenMNIST harnesses generative AI through a Variational Auto-Encoder (VAE) with convolutional layers to generate even-digit images from the MNIST dataset. This project showcases the application of AI for image creation and deep learning

isingmodelboltzmannmachine icon isingmodelboltzmannmachine

Using Monte-Carlo simulated datasets, a completely transparent Boltzmann Machine trained on 1-D Ising chain data is implemented to predict model couplers in the absence of past coupler values. Methods from machine learning applied to theoretical physics are on display in this work.

linearregressionfromscratch icon linearregressionfromscratch

An investigation of basic linear regression that contrasts gradient descent with analytical answers. shows off fundamental machine learning algorithms on fictitious datasets for learining purposes.

multilabelclassifierpytorch icon multilabelclassifierpytorch

This PyTorch project sorts even MNIST numbers into groups. It shows how to train a neural network with hyperparameters that can be set in JSON, prepare data, and test its performance. It shows how to add data, check the accuracy of the model, and see the loss.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.