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ccfgtt7071018's Projects

boosted_hp_filter icon boosted_hp_filter

Accompanying functions for Peter Phillips and Zhentao Shi (2019): "Boosting: Why You Can Use the HP Filter"

dl-4-tsc icon dl-4-tsc

Deep Learning for Time Series Classification

dsrc icon dsrc

Tensorflow implementation of "Deep sparse representation-based classification"

exp-trmf-nips16 icon exp-trmf-nips16

Experimental Codes for Temporal Regularized Matrix Factoriztion for High-dimensional Time Series Prediction.

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

machinelearning_zhouzhihua_problemsets icon machinelearning_zhouzhihua_problemsets

Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题,个人解答。各算法都拿numpy和pandas实现了一遍

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

neural_regression_discontinuity icon neural_regression_discontinuity

In this repository, I modify a quasi-experimental statistical procedure for time-series inference using convolutional long short-term memory networks.

stock-rnn icon stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

tensor-learning icon tensor-learning

Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.

transdim icon transdim

Machine learning for transportation data imputation and prediction.

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