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100-days-of-ml-code

100-Days-Of-ML-Code中文版

autox

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

baidukddcupbaseline

PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.

demand_forecast

exp-trmf-nips16

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

fifty-challenging-problems-in-probability

My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller

hts-constrained-embeddings

​Forecasting Hierarchical Time Series with a Regularized Embedding Space

interpretable-hierarchical-forecasting-snapshot

lem

Official code for Long Expressive Memory (ICLR 2022, Spotlight)

m4-methods

Data, Benchmarks, and methods submitted to the M4 forecasting competition

m5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

narx-prediction-model

Two implementations of NARX Prediction Model for thermal prediction in the building

pyreco

Cross-Temporal Forecast Reconciliation

quantsplaybook

量化研究-券商金工研报复现

scikit-hts-examples

Example usage of scikit-hts

sktime-m4

Using sktime to replicate and extend the M4 forecasting competition

summary-01-clustering

聚类方法整理总结

summary-clustering

聚类方法的整理总结

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

tsforecasting

Monash