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blog_code

Code associated with my blog posts

bornholm_data_heat_forecasting

claimed

fetch_weather_nmi

The documents show how to fetch history weather forecasts from NMI (Norwegian Meteorological institute) for free by using their API. As their models or systems had been updated gradually, all the data are stored in different foremats in different phases. In this case, this file provides an example of how to fetch several normally used weather related forecasts.

jieba

结巴中文分词

kaggle-e-commerce-data

market_course_exercise

cplex solver, shapely value based payoff calculation; core search

nlp_text_retrieval_4_legal_cases

A text retrieval algorithm is developed based on CNN structure for legal case query.

nordhavn_terminal3

Online forecasting methods for heat load are built under recursive least squares (RLS) and recursive maximum likelihood (RML) frameworks. The hyperparameters are optimized using cross-validation methods. The performance of the algorithms are evaluated using RMSE, MAE and CRPS and their improvements compared to a benchmark.

snowflake_health

statsmodels

Statsmodels: statistical modeling and econometrics in Python

storage-file-transfer-json-python

Uploads and downloads files between Google Cloud Storage and the local filesystem using the Google Python Client Library.