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Name: Mayank Baranwal
Type: User
Company: Indian Institute of Technology, Bombay
Twitter: mayankbaran
Location: Mumbai
Name: Mayank Baranwal
Type: User
Company: Indian Institute of Technology, Bombay
Twitter: mayankbaran
Location: Mumbai
[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.
Replication of "Auto-encoder Based Data Clustering" Song et al
Code package of centroid-encoder with the example of USPS data.
CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.
Generic implementation for clustering with deep learning : representation learning (DNN) + clustering
Correlation of COVID-19 Patients' X-Ray images and death rate using CNN.
Real World Examples of MDP - Customer Support
Data Science Competition that challenged teams to come up with creative ways to increase the revenue of an e-commerce company. Won 1st place! Write-up in repository
PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, Hado van Hasselt, Peter Sunehag, Timothy Lillicrap, Jonathan Hunt, Timothy Mann, Theophane Weber, Thomas Degris, Ben Coppin).
Implementation of the DRDQN algrotihm described in our CIKM'21 paper titled "Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays"
A library for graph deep learning research
Extensible Combinatorial Optimization Learning Environments
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
Schedule employees using a discrete quadratic model with a hybrid solver.
EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein
GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem
Protein Graph Library
This is a Pytorch implementation of GraphLIME
inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver
Implementation of the IAPI algorithm and a power-system real-time simulator, as described in "Hierarchical Decision Making In Electricity Grid Management" (ICML 2016).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.