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Han Xiao hanxiao

Founder @jina-ai | Creator of Fashion-MNIST & bert-as-service

2.4k followers · 23 following · 256

Highlights

Arctic Code Vault Contributor

Pinned

jina-ai/jina

An easier way to build neural search in the cloud

Python 818 114
bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

Python 7.9k 1.6k
zalandoresearch/fashion-mnist

A MNIST-like fashion product database. Benchmark 👉

Python 8k 1.9k
hanxiao.github.io

Blog

HTML 21 3

3,250 contributions in the last year

Activity overview

Contributed to jina-ai/jina, jina-ai/jina-hub, gnes-ai/gnes and 5 other repositories

Contribution activity

July 2020

hanxiao/lookupy Python Jul 10

Created a pull request in jina-ai/jina that received 7 comments

Jul 7

feat(flow): dryrun is running by default

solves the following problems: dry_run should be triggered from the client, not triggered by "flow". dry_run should mimic an empty Index/Search/Tr…

+152 −114 • 7 comments

feat(proto!): make document a recursive structure Jul 13
feat(driver): add queryset driver Jul 12
revert(driver): remove if clause for #640 Jul 12
fix(pea): fix socket close when exit Jul 7
feat(zmq): use zmqstream as default zmqlet Jul 5
fix(gpu): auto downgrade when gpu not available Jul 4
feat: add uvloop as alternative event loop Jul 3
docs(io): add shortcut to flow io Jul 1

feat(proto!): make document a recursive structure Jul 14
feat(executors): Applies safe access to `_device` and checks if executor should work `on_gpu` in `_posti_init_wrapper_` Jul 13
fix(ci): fix the random failing ci process Jul 13
feat(indexer): add annoy search_k parameter Jul 12
perf(indexer): change sort method to argpartition, not sort all the array Jul 10
feat(executors): add nprobe parameter to faiss indexer Jul 9
feat(frameworks): add faiss framework to be able to move index to gpu Jul 9
test(indexers) split indexer tests and add faiss indexer test Jul 9
feat(examples): Add changes to implement Faiss Search examples Jul 8
feat(examples) Add changes required to add examples of faiss search usage Jul 7
test(flow): improved log server tests Jul 7
refactor(crafters): io crafters should craft documents Jul 7
docs-readme-revamp Jul 6
fix(encoders): fix mask prune creation Jul 6
fix(peapods): got events closed stream Jul 5
feat(encoder): transformers truncation strategy Jul 5
ci(unittest): allow test discovery from unittest Jul 5
docs-101-102: 101 explains jina concept, 102 explains how it works Jul 4
feat(executor): add on_gpu: auto Jul 4
feat(executor): added new encoders for numeric data Jul 3
feat(executor): add image custom keras Jul 3
feat: rename port grpc Jul 3
test: use image built from pr in tests Jul 2
docs(readme): improve russian readme Jul 2
docs(contributing): instructions for github association Jul 1
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Created an issue in jina-ai/jina that received 7 comments

Jul 10

feat: add query language driver

Describe the feature The motivation of filter in Jina is to select documents/chunks with some criterion so that the downstream workflow only works…

7 comments

9 contributions in private repositories Jul 4 – Jul 10

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