stanford-futuredata

Future Data Systems Joined Dec 2015 View on GitHub

Stars: 8,540; across 60 public repos
Rank: #4,473; of 95,324 organizations, top 5%; Down 16 places this week

Repositories with 50+ stars

stanford-futuredata's repositories with their overall rank
Rank	Repository	Language	Stars
16,807	ColBERT ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)	Python	3,954
88,098	ARES Automated Evaluation of RAG Systems	Python	740
96,260	macrobase MacroBase: A Search Engine for Fast Data	Java	671
141,739	noscope Accelerating network inference over video	Python	437
143,531	sparser Sparser: Raw Filtering for Faster Analytics over Raw Data	C	431
201,772	FrugalGPT FrugalGPT: better quality and lower cost for LLM applications	Jupyter Notebook	292
221,546	dawn-bench-entries DAWNBench: An End-to-End Deep Learning Benchmark and Competition	Python	262
280,469	ASAP ASAP: Prioritizing Attention via Time Series Smoothing	Jupyter Notebook	197
333,446	index-baselines Simple baselines for "Learned Indexes"	HTML	160
336,877	FAST End-to-end earthquake detection pipeline via efficient time series similarity search	Jupyter Notebook	158
372,084	gavel Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020	Jupyter Notebook	140
444,839	stk	Python	112
502,144	selection-via-proxy	Python	96
514,711	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:...	Jupyter Notebook	93
801,367	sinkhorn-label-allocation Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.	Python	53

Among 95,324 organizations

6.3k–10k stars: 1,988 organizations, including stanford-futuredata

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and organizations in each band on a log scale

Where the stars are

ColBERT 4k, 46%

Smaller repos 744, 9%

ARES 740, 9%macrobase 671, 8%noscope 437, 5%sparser 431, 5%FrugalGPT 292, 3%dawn-bench-entries 262, 3%ASAP 197, 2%index-baselines 160, 2%FAST 158, 2%gavel 140, 2%stk 112, 1%selection-via-proxy 96, 1%equivariant-transformers 93, 1%sinkhorn-label-allocation 53, 1%

Languages

Python 5.7k stars, 66% · 7 repos
Jupyter Notebook 880 stars, 10% · 5 repos
Java 671 stars, 8% · 1 repo
C 431 stars, 5% · 1 repo
HTML 160 stars, 2% · 1 repo

When they were made

15 repos with 50+ stars, made between 2015 and 2023

101001k10k macrobaseARESColBERT

Quick stats

Next rank: +3 stars to reach #4,471
Next milestone: +26,495 stars to reach the top 1%
Public repos: 60, 15 with 50+ stars
Popular repos: 12 over 100 stars, 1 over 1k stars
Top repo: ColBERT, #16,807 of all repos, 46% of stars
Smaller repos: 744 stars from repos under 50