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Hongxuan Liu's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

clip icon clip

Contrastive Language-Image Pretraining

cms-bot icon cms-bot

A few scripts to automate approval / testing process

colbert icon colbert

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

deepsnap icon deepsnap

Python library assists deep learning on graphs

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

drqa icon drqa

Reading Wikipedia to Answer Open-Domain Questions

githats icon githats

Example repository for the Git/GitHub HATS @ LPC

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

mlc-llm icon mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

mmlspark icon mmlspark

Microsoft Machine Learning for Apache Spark

prml icon prml

PRML algorithms implemented in Python

quantumcomputing icon quantumcomputing

This is an implementation of IBM's Quantum Experience in simulation; a 5-qubit quantum computer with a limited set of gates. Please cite me if you end up using this academically.

qusimpy icon qusimpy

A Multi-Qubit Ideal Quantum Computer Simulator

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