HanGuo97

lq-lora

soft-Q-learning-for-text-generation

MultitaskSimplification

AutoSeM

Code and Models for paper "AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning. Han Guo, Ramakanth Pasunuru, and Mohit Bansal. NAACL 2019"

tf-library

A (growing) collection of useful abstractions and implementations for research.

expectation-propagation

Reading-List

A list of useful resources and paper

abseil-py

Abseil Common Libraries (Python)

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

allennlp

An open-source NLP research library, built on PyTorch.

alpa

Auto parallelization for large-scale neural networks

cluster-utils

colabcode

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

comp523-spring2020

e2e-metrics

E2E NLG Challenge Evaluation metrics (Python 3)

experiment-utils

A collection of utility functions for experiments

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

FedML

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

hanguo97.github.io

hdbscan

A high performance implementation of HDBSCAN clustering.

image-feature-extractors

Feature extraction and visualization scripts for nocaps baselines.

knockknock

🚪✊Knock Knock: Be notified when your training ends with only two additional lines of code

learning-data-manipulation

NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting

models

Models and examples built with TensorFlow

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scikit-learn

scikit-learn: machine learning in Python

tar-heel-reader--pwa-version

tensorflow

An Open Source Machine Learning Framework for Everyone

verified_calibration

Code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).