Hongxuan Liu's repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
annotated-transformer
An annotated implementation of the Transformer paper.
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
deepsnap
Python library assists deep learning on graphs
DrQA
Reading Wikipedia to Answer Open-Domain Questions
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
stable-diffusion-webui
Stable Diffusion web UI
BERT-pytorch
Google AI 2018 BERT pytorch implementation
CLIP
Contrastive Language-Image Pretraining
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
dlrm
An implementation of a deep learning recommendation model (DLRM)
Megatron-LM
Ongoing research training transformer models at scale
mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
mmlspark
Microsoft Machine Learning for Apache Spark
PRML
PRML algorithms implemented in Python
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
A Multi-Qubit Ideal Quantum Computer Simulator
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
spaCy
đź’« Industrial-strength Natural Language Processing (NLP) in Python
stanza
Official Stanford NLP Python Library for Many Human Languages
tds_black_box_models_more_explainable
Jupyter Notebook used for writing the article "Black-Box models are actually more explainable than a Logistic Regression" published in Towards Data Science: https://towardsdatascience.com/black-box-models-are-actually-more-explainable-than-a-logistic-regression-f263c22795d
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
waymo-open-dataset
Waymo Open Dataset