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bleualign

Machine-Translation-based sentence alignment tool for parallel text

crime_in_canada

Emergency Data

data-augmentation-in-nlp

document-analysis

forest-fires

SAS (Data Mining)

gachalign

Gale-Church sentence aligner with options for variable parameters

inferencing-using-distilbert

interest-rate-volatility-the-yield-curve-and-bond-pricing

Start by looking at the Government of Canada bonds, specifically, their yield to maturity (YTM) metric. First, graph YTM curve. Observe shape of the yield curve; see how it changes through time. Pay attention to 3 different type of curve movements – level (e.g. 10-year note YTM changes), slope (e.g. spread between 10Y and 2Y bonds, curvature (e.g. butterfly made up of 2y, 10y and 30y bonds) Once you get that base intuition, try to apply PCA. See if you can normalize PCA components into level effect, slope and curve. Once it is done, progress to ML framework. Inputs should be YTMs again.

mt

named-entity-recognition

ner-ocr

ntu-mc

Nanyang Technological University - Multilingual Corpus (STB subcorpora)

python-eda-machine-learning

smt

Statistical Machine Translation implementation with Python: especially IBM Model1, 2, and phrase-based machine translation.

stock_analysis

StockAnalysis

tableau_sales_analysis

tableau_waterborn_diseases

timeseriesanalysis