krishnap25

mauve

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

RFA

Robust aggregation for federated learning with the RFA algorithm.

geom_median

Fast and differentiable geometric median, a multivariate median analogue. Install with `pip install geom-median`

mauve-experiments

simplicial-fl

Simplicial-FL to manage client device heterogeneity in Federated Learning

sqwash

Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.

tRFA

casimir

Smoothing and acceleration for max-margin structured prediction

FusionRP

Code for FusionRP: parameter fitting and plotting

FL_partial_personalization

Code for the ICML '22 paper "Federated Learning with Partial Model Personalization"

adsi_local_repo.github.io

dddml

C++ infrastructure for Clustering and Dispatching ; Data Driven Resource Allocation for Machine Learning

demo_streamlit

Streamlit intro

dmlc-core

A common code-base for Distributed Machine Learning in C++

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

federated

A framework for implementing federated learning

julia-local-global

julia-sgd

Stochastic Gradient Descent Implementation in Julia

krishnap25.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

lightning

Large-scale linear classification, regression and ranking in Python

LM-LSTM-CRF

Empower Sequence Labeling with Task-Aware Language Model

mauve-overview

An overview of the mauve project [JMLR 2023, NeurIPS 2021a, b; Outstanding Paper Award]

PyTorch_YOLOv3

Minimal PyTorch implementation of YOLOv3

robust-phase-retrieval

simplicial-fl-overview

Project overview

tff_quantile