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abae

Accelerating Approximate Aggregation Queries with Expensive Predicates (VLDB 21)

acidrain

2AD analysis prototype and logs from sample applications

ares

asap

ASAP: Prioritizing Attention via Time Series Smoothing

baleen

Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval (NeurIPS'21)

blazeit

Its BlazeIt because it's blazing fast

colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

crosstrainer

CrossTrainer: Practical Domain Adaptation with Loss Reweighting

cs145-2017

cs245-as1

Student files for CS245 Programming Assignment 1: In-memory data layout

cs245-as2-public

cs245-as3-public

Durable transactions assignment for CS245

darknet

Convolutional Neural Networks

dawn-bench-entries

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

dawn-bench-models

drop

equivariant-transformers

Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org/abs/1901.11399

ezmode

An iterative algorithm for selecting rare events in large, unlabeled datasets

fast

End-to-end earthquake detection pipeline via efficient time series similarity search

fast-tree

fexipro-benchmarking

fexipro-orig

frugalgpt

FrugalGPT: better quality and lower cost for LLM applications

futuretea-whyrust

Why Rust presentation at FutureTea, 3/13

gavel

Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020

graphio

Automated Lower Bounds on the I/O Complexity of Computation Graphs

index-baselines

Simple baselines for "Learned Indexes"

inquest

Accelerating Aggregation Queries on Unstructured Streams of Data

lemp-benchmarking

This tool retrieves large entries in a matrix product

lit-code

Code for LIT, ICML 2019