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Name: Saumitra Mishra
Type: User
Bio: PhD Researcher@C4DM, QMUL. Working on Interpretable Machine Learning.
Name: Saumitra Mishra
Type: User
Bio: PhD Researcher@C4DM, QMUL. Working on Interpretable Machine Learning.
To be updated
Results of the AM experiments in the PhD thesis.
This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.
tensorflow implementation of Generating Images with Perceptual Similarity Metrics based on Deep Networks
Code for the eusipco 2018 paper
Code for the ISMIR 2018 paper - "Understanding a Machine Listening Model through Feature Inversion"
Lime: Explaining the predictions of any machine learning classifier
Code for the IJCNN 2020 paper - "Reliable Local Explanations for Machine Listening"
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
Code for the ISMIR 2017 paper - "Local Interpretable Model-Agnostic Explanations for Music Content Analysis"
Codebase for the NeurIPS 2019 paper: "Demystifying Black-box Models with Symbolic Metamodels", by A. M. Alaa and M. van der Schaar.
Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"
Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"
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.