vinitra
PhD student at EPFL (@epfl-ml4ed, @epfml). Formerly @vinitra-zz, alum at Microsoft AI @onnx and UC Berkeley @data-8.
Pinned Repositories
evaluating-explainers
Comparing 5 different XAI techniques (LIME, PermSHAP, KernelSHAP, DiCE, CEM) through quantitative metrics. Published at EDM 2022.
ripple
Interpretability on raw time series with graph neural nets and concept activation vectors. Featured at AAAI 2023.
MultiModN
MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)
interpret-lm-knowledge
Extracting knowledge graphs from language models as a diagnostic benchmark of model performance (NeurIPS XAI 2021).
models
A collection of pre-trained, state-of-the-art models in the ONNX format
onnx
Open standard for machine learning interoperability
argmining20-social-bias-argumentation
Code for the paper "Argument from Old Man’s View: Assessing Social Bias in Argumentation".
CognitiveTutorPrediction
Bayesian Knowledge Tracing for Student Performance Prediction
entity-matcher
Identify which instances in a database represent the same real-world entity (entity resolution). SIGMOD 2021.
sklearn-onnx
Convert scikit-learn models and pipelines to ONNX
vinitra's Repositories
vinitra/r-workshop
R Workshop taught by Vinitra Swamy, Nura Kawa, Adnan Hemani at UC Berkeley. Cohosted by UPE (Upsilon Pi Epsilon, CS Honor Society) and Hackers@Berkeley.
vinitra/neural-net
Single neuron, multi-layer, and hidden neural net models
vinitra/multi-foci-force-layout
D3 multi foci graph! -- started with open source code from http://bl.ocks.org/mbostock/1021841