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Hongcheng Xu's Projects

adbench icon adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

ani1_dataset icon ani1_dataset

A data set of 20 million calculated off-equilibrium conformations for organic molecules

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

exathlon icon exathlon

Pipeline for Explainable Anomaly Detection over Time Series

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

hoomd-blue icon hoomd-blue

Molecular dynamics and Monte Carlo soft matter simulation on GPUs.

human_5utr_modeling icon human_5utr_modeling

Modeling of human 5′ UTRs enables the design of new sequences for target levels of translation and 5′ UTR variant prediction.

jax icon jax

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

jax-md icon jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

jaxani icon jaxani

JaxANI is a JAX implementation of ANI migrated from TorchANI.

latticelstm icon latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

modal icon modal

A modular active learning framework for Python

nab icon nab

The Numenta Anomaly Benchmark

ncrfpp icon ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

nle icon nle

The NetHack Learning Environment

pnet_prostate_paper icon pnet_prostate_paper

P-NET, Biologically informed deep neural network for prostate cancer classification and discovery

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