dhopp1 Goto Github PK

ais_russia_data

Russian port data, from UNGP AIS dataset

ashrae-energy-prediction

Practicing Julia ML techniques with Kaggle competition: https://www.kaggle.com/c/ashrae-energy-prediction/

binaryclassificationtools.jl

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

copper-analysis

Time series analysis of copper prices

covid-19-status-reports

Report on status of COVID-19 worldwide

dfms.jl

Dynamic factor models for Julia. Adapted from [Bok et al. 2017](https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr830.pdf)

econ_data-google-trends-etl

grabbing data from google trends on certain words and loading into my postgres database

geospark

A Cluster Computing System for Processing Large-Scale Spatial Data

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.

keras-title-translator

Keras translator for short sentences with limited, specialized vocabulary

llm_telebot

Create a Telegram chatbot powered by an LLM

local_rag_llm

Create and run a local LLM with RAG

mapping-berlin

Experimenting with map of Berlin with ArcGIS

mfrecommender.jl

Julia MF recommender using the Recommendation package

mlpreprocessingtools.jl

Collection of tools useful for data cleaning using DataFrames.jl

new-york-city-taxi-fare-prediction

New York City Fare Prediction Kaggle Competition https://www.kaggle.com/c/new-york-city-taxi-fare-prediction

new-york-city-taxi-prediction-scala

Practicing ML techniques with Scala

nlp_pipeline

Collection of NLP tools for processing and analyzing text data.

nowcast_lstm

LSTM neural networks for nowcasting economic data.

nowcast_lstm_matlab

MATLAB wrapper for nowcast_lstm python package

nowcastdfm

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

nowcasting_benchmark

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

nowcastlstm

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

nowcastlstm.jl

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

satellite_gdp_regression

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

scania-system-failure

stable_diffusion_telebot

Create a Telegram bot for image generation

time-series-model-creator

R function to find best model to fit a time series dataset

un_datathon_2023_day_01

Code for the 2023 UN Datathon workshop - day 1