dhopp1/nowcasting_benchmark

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Created over 2 years ago
Updated 11 months ago

dhopp1/nowcasting_benchmark

dhopp1

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Accompaniment to nowcasting benchmark paper, illustrating how to estimate each of the methods examined in either R or Python.

nowcast_lstm

LSTM neural networks for nowcasting economic data.

nowcastDFM

Dynamic factor models (DFM) in R. Easy estimation and new data contributions to changes in prediction.

nowcastLSTM

R wrapper for nowcast_lstm Python library. Long short-term memory neural networks for economic nowcasting.

llarga

'Local Large language RAG Application', an application for interfacing with a local RAG LLM.

COVID-19-status-reports

Report on status of COVID-19 worldwide

nowcast_lstm_matlab

MATLAB wrapper for nowcast_lstm python package

nlp_pipeline

Collection of NLP tools for processing and analyzing text data.

local_rag_llm

Create and run a local LLM with RAG

jdplyr

Dplyr-like syntax for DataFrames.jl

journey-coordinates-mapping

Simple scripts to get latitudinal and longitudinal coordinates of addresses from a CSV file, and visualize those journeys on a map.

BinaryClassificationTools.jl

Collection of useful tools for binary classification problems (F1 score, etc.).

satellite_gdp_regression

Predict the GDP and potentially other metrics of cities based on satellite images of them

local_llm_finetune

Fine-tune an LLM with Unsloth.