zhuyichen's repositories
anomaly_tuning
Learning hyperparameters for unsupervised anomaly detection
anomalyzer
Probabilistic anomaly detection for time series data
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
fast_rgf
Multi-core implementation of Regularized Greedy Forest
fastText.py
A Python interface for Facebook fastText
GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
libffm
A Library for Field-aware Factorization Machines
libfm
Library for factorization machines
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
MathsDL-spring18
Topics course Mathematics of Deep Learning, NYU, Spring 18
minigo
An open-source implementation of the AlphaGoZero algorithm
mondrianforest
An online random forest implementaion written in Python.
Music_RNN_RBM
Generating longer musical pieces with an RNN-RBM in TensorFlow
StackNet
StackNet is a computational, scalable and analytical Meta modelling framework
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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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.
tensorflow-fcn
An Implementation of Fully Convolutional Networks in Tensorflow.
time-series-anomaly
Anomaly detection on time series using Deep Learning techniques
VariationalRecurrentNeuralNetwork
Pytorch implementation of the Variational Recurrent Neural Network (VRNN).
Weakly_detector
Tensorflow implementation of "Learning Deep Features for Discriminative Localization"