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Keerthi Ram's Projects

acl-style-files icon acl-style-files

Official style files for papers submitted to venues of the Association for Computational Linguistics

bertviz icon bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

cts icon cts

Simulations for "Statistical Efficiency of Thompson Sampling for Combinatorial Semi-Bandits"

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

domainbed icon domainbed

DomainBed is a suite to test domain generalization algorithms

dpmm icon dpmm

Dirichlet process mixture model code in Matlab. Sampling and variational.

dromedary icon dromedary

Dromedary: towards helpful, ethical and reliable LLMs.

federated-learning-lib icon federated-learning-lib

A library for federated learning (a distributed machine learning process) in an enterprise environment.

kagnet icon kagnet

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

l2t-ww icon l2t-ww

Learning What and Where to Transfer (ICML 2019)

libsdca icon libsdca

Multiclass classification based on stochastic dual coordinate ascent

malsar icon malsar

Multi-task learning via Structural Regularization

mergekit icon mergekit

Tools for merging pretrained large language models.

mhgrn icon mhgrn

Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)

mkmtrl icon mkmtrl

Multi-Task Multiple Kernel Relationship Learning

ood icon ood

Repository for theory and methods for Out-of-Distribution (OoD) generalization

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