vdlad

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

examples

Notebooks demonstrating example applications of the cleanlab library

neural-verification

MI and Formal Verification of NNs on Algorithmic tasks!

18.330

Numerical Analysis class at MIT taught my David Sanders. Created many differential solvers using Julia

basic_vqa

Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)

cityscapesScripts

README and scripts for the Cityscapes Dataset

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleaNLP

Remarkable-Robustness-of-LLMs

Codebase the paper "The Remarkable Robustness of LLMs: Stages of Inference?"

whitebox_inversion

Invert an LLM! Given an output, can use use model gradients to find the inputs that elicit this output

vdlad/Remarkable-Robustness-of-LLMs

Codebase the paper "The Remarkable Robustness of LLMs: Stages of Inference?"

vdlad/whitebox_inversion

Invert an LLM! Given an output, can use use model gradients to find the inputs that elicit this output

vdlad/18.330

Numerical Analysis class at MIT taught my David Sanders. Created many differential solvers using Julia

vdlad/basic_vqa

Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)

vdlad/cityscapesScripts

README and scripts for the Cityscapes Dataset

vdlad/cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

vdlad/cleaNLP

vdlad/deep-learning-superposition

vdlad/examples

Notebooks demonstrating example applications of the cleanlab library

vdlad/JLAB-CosmicWatch

I took a Cosmic Muon detector on 4 flights and measured how the rate of cosmic muons changes with time

vdlad/JLAB-OpticalTrapping

We trap a glass bead using an optical trap (infrared laser) and measure its spring constant

vdlad/JLAB-RelDyn

Relativistic Dynamics Experiment

vdlad/llm-attacks

Universal and Transferable Attacks on Aligned Language Models

vdlad/lmexp

Simple starter code for experiments on open-source LLMs. Built for my SPAR project participants.

vdlad/math-genealogy-scraper

Code for scraping (and a mirror of) the Math Genealogy Database, then converting it to a dataset

vdlad/mats_sae_training

vdlad/sae

Sparse autoencoders

vdlad/Stanford-AI-Alignment-Double-Descent-Tutorial

Code for Arxiv Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle

vdlad/tdw-physics-simulations

vdlad/vdlad

Config files for my GitHub profile.

vdlad/vdlad.github.io

Vedang's new personal website

vdlad/vdlad.github.io.old

Vedang's Website!