zhuyichen's repositories
loghub
A collection of system log datasets for massive log analysis
polyrnn-pp-pytorch
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
PixelAnnotationTool
Annotate quickly images.
libmaxdiv
Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.
deeplearning-biology
A list of deep learning implementations in biology
NCRF
Cancer metastasis detection with neural conditional random field (NCRF)
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms
NAB
The Numenta Anomaly Benchmark
DeepGrabCut-PyTorch
Deep GrabCut in PyTorch
scikit-garden
A garden for scikit-learn compatible trees
MSDNet-GCN
ICLR 2018 reproducibility challenge - Multi-Scale Dense Convolutional Networks for Efficient Prediction
WideResNet-pytorch
Wide Residual Networks (WideResNets) in PyTorch
person-re-ranking
Person Re-ranking (CVPR 2017)
dagmm
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
fast_rgf
Multi-core implementation of Regularized Greedy Forest
libfm
Library for factorization machines
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
minigo
An open-source implementation of the AlphaGoZero algorithm
MathsDL-spring18
Topics course Mathematics of Deep Learning, NYU, Spring 18
fastText.py
A Python interface for Facebook fastText
libffm
A Library for Field-aware Factorization Machines
anomaly_tuning
Learning hyperparameters for unsupervised anomaly detection