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imgaug

Image augmentation for machine learning experiments.

jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

jdata-1

京东JData算法大赛-高潜用户购买意向预测

kaggle

kaggle-web-traffic

1st place solution

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

kdd2018

kddcup2018-of-fresh-air

#30 at KDD CUP 2018 https://biendata.com/competition/kdd_2018/

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

keras-nasnet

"NASNet" models in Keras 2.0+ with weights

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kesci_ctrip

用户预订售卖房型概率预测--top1

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machinelearning

Machine learning resources

machinelearningtrick

Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest

marvel-finetuning

Finetuning AlexNet, VGGNet and ResNet for MARVEL dataset with TensorFlow

mecab-ipadic-neologd

Neologism dictionary based on the language resources on the Web for mecab-ipadic

movie_recommendar

Movie recommendation project using wide and deep learning

mtcnn

mugo

Replicating AlphaGo's architecture in a readable manner

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

multihead-siamese-nets

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

multitask-and-transfer-learning

Benchmark and build RL architectures that can do multitask and transfer learning.

mxnet_mtcnn_face_detection

MTCNN face detection

ner

基于tensorflow深度学习的中文的命名实体识别

neural-image-assessment

Implementation of NIMA: Neural Image Assessment in Keras

neural-network-with-financial-time-series-data

This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using Keras on top of Tensor Flow