Han Xiao

tf-nlp-blocks. Some frequently used NLP blocks I implemented

daanet. DAANet: Dual Ask-Answer Network for Machine Reading Comprehension

encoding-blocks. Code for my blog post

tf-attentive-conv. A Tensorflow implementation of Yin Wenpeng's recent paper on TACL "Attentive Convolution"

useful-one-liner. some useful one-liner

tf-best-practice. Python

demo-poems-ir. Poems retrieval demo built with GNES framework

demo-gnes-flow. Demo of building a flower image search using GNES Flow API

benchmark. Benchmarking GNES on its network latency

mindspore-jina-example. Python

huajiazi. 正确的读法是[huà xiá zi] 暂时懒得改了

wizard. A shell-based wizard for GNES orchestration

mindspore. MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

github-action. CLA Assistant GitHub Action

zap. A multilingual NLP annotation projection framework

tensorpack. A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

jina-app-store-example. App store search example, using Jina as backend and Streamlit as frontend

chatwoot. Open-source live chat software, an alternative to Intercom, Zendesk, Drift, Crisp etc. 🔥💬

docker-github-runner. Run GitHub Actions on self-hosted runner using Docker.

glid-3-xl. 1.4B latent diffusion model fine tuning

zoosearch. Search engine for machine learning models and datasets

bert. TensorFlow code and pre-trained models for BERT

Hover3D.js. A cool 3D hover effect for your awesome web project.

journal-club. One interesting paper per day

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

all-contributors. ✨ Recognize all contributors, not just the ones who push code ✨

create-pull-request. A GitHub action to create a pull request for changes to your repository in the actions workspace.

qdrant. Qdrant - vector similarity search engine with extended filtering support

sqlitecollections. Python collections that are backended by sqlite3 DB and are compatible with the built-in collections

disco-diffusion. Jupyter Notebook

HM-Fashion-image-neural-search. Jupyter Notebook

lama-cleaner. Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

talks. Slides & code for my talks

MacroPower. Profile with dynamic realtime coding stats.

all-contributors-cli. Tool to help automate adding contributor acknowledgements according to the all-contributors specification ✨

dspy. DSPy: The framework for programming—not prompting—foundation models

textualize.io. Textualize website

dalle-mini. DALL·E Mini - Generate images from a text prompt

copyright-action. Python

fastapi. FastAPI framework, high performance, easy to learn, fast to code, ready for production

barcode-wxserver. Java

tf-troubleshooting. Quick tricks for troubleshooting TF

pyzmq. PyZMQ: Python bindings for zeromq

activitywatch. Log what you do on your computer. Simple (yet powerful), extensible, no third parties.

phd-finder. JavaScript