statsmodels topic

List statsmodels repositories

scikit-hts

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Hierarchical Time Series Forecasting with a familiar API

nyoka

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Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).

predictive-horizontal-pod-autoscaler

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Horizontal Pod Autoscaler built with predictive abilities using statistical models

tsa-tutorial

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Material for the tutorial, "Time series analysis with pandas" at T-Academy

ml-spam-sms-classification

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Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification

ml-time-series-analysis-on-sales-data

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Time Series Decomposition techniques and random forest algorithm on sales data

Quantitative_Toolbox

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On this repository you'll find tools used for Quantitative Analysis and some examples such: MonteCarlo Simulations, Linear Regression, General Data Visualiztions, Time-Series Analysis, etc.

Sharing the solved Exercises & Project of Statistics for Data Science using Python course on Coursera by Ankit Gupta

mean_reversion_strategies

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Here I go through the processing of prototyping a mean reversion trading strategy using statistical concepts, then test it in backtrader.