Peiyuan Liao's repositories
MetaModelNet-pytorch
Pytorch Implementation of "Learning to Model the Tail" (NeurIPS 2017)
TrackML-Particle-Tracking-Challenge
Clustering LHC detector hits by Hough projection, DBSCAN, classifier merging, outlier elimination and track extension
CAE-ADMM
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
cv-arsenal
(Another) convolutional neural network in C
darknet
Convolutional Neural Networks
DCNv2
Deformable Convolutional Networks v2 with Pytorch
downsampled-pascal-voc-2012
DeepLabV3+ model, trained on down-sampled (101,101,3) PASCAL VOC 2012 dataset
dsb2018_topcoders
DSB2018 [ods.ai] topcoders
DSS-pytorch
:star: PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection
homo-sapiens.ai
What's does the world look like in the eyes of an AI?
Human_Protein
11th place solution for Kaggle Human Protein Atlas Image Classification
kaggle-hpa
Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Kaggle_TGS2018_4th_solution
Kaggle TGS Salt Identification Challenge 2018 4th place code
M3
APIs and datasets for manipulator workspace/manipulability map generation
mlcrate
A python module of handy tools and functions, mainly for ML and Kaggle
predictions_balancing
A script for balancing predictions which helps in achieving high results on Kaggle
pytorch-pretrained-BERT
đź“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
rsna18-retinanet-starter
Code to run in Kaggle kernel for RSNA Pneumonia Detection Challenge.
Salient-Object-Detection
This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"
usaco
USACO solutions in C
uva
Algorithms and solutions to Universidád Valladolid online judge and Codeforces problems + Useful algorithm and data structures template (highlight: network flow, RMQs, quadrangle inequality, 4 different LIS optimizations)