yu zheng's repositories
DeepLearning_in_Stock
DeepLearning in Stock Prediction
AML_classifier
As a health data science fellow at Insight, Boston, I have developed an automatic diagnosis tool for of Acute Myeloid Leukemia (one of blood cancer) using flow cytometry Data. The accuracy of predicted diagnosis is about 94%.
awesome-chinese-nlp
A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料
awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
ChineseNER
A neural network model for Chinese named entity recognition
crfasrnn_keras
CRF-RNN Keras/Tensorflow version
depression-detect
Predicting depression from acoustic features of speech using a Convolutional Neural Network.
Dynamic-Memory-Networks-in-TensorFlow
Dynamic Memory Network implementation in TensorFlow
gans-collection.torch
Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN)
imcap_keras
Image captioning with spatial attention using keras with tensorflow backend
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
keras-adversarial
Keras Generative Adversarial Networks
keras-attention
Visualizing RNNs using the attention mechanism
keras-attention-mechanism
Attention mechanism Implementation for Keras.
Keras-Classification-Models
Collection of Keras models used for classification
keras-squeeze-excite-network
Implementation of Squeeze and Excitation Networks in Keras
keras_extensions
A collection of small extensions to Keras (RBM, momentum schedule, ..)
keras_zoo
Keras implementation of Classification, Detection and Segmentation Networks
LSTM-FCN
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
MDeepLearn
:books: :apple: :tada: Use examples to learn Machine Learning and Deep Learning
MLSTM-FCN
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
Movie-Genre-Classifier
Convolutional Neural Net to classify movie genres from posters
Networked-Time-Series-Classification
Networked Time Series Classification by Matlab
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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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.
statistical-learning-method
《统计学习方法》笔记-基于Python算法实现
Structure_Function_Recognition
Structure Function Recognition
theano-kaldi-rnn
THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with Kaldi.