dhopp1

nowcast_lstm

LSTM neural networks for nowcasting economic data.

nowcasting_benchmark

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

nowcastDFM

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

llarga

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

nowcastLSTM

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

COVID-19-status-reports

Report on status of COVID-19 worldwide

local_rag_llm

Create and run a local LLM with RAG

nowcast_lstm_matlab

MATLAB wrapper for nowcast_lstm python package

nlp_pipeline

Collection of NLP tools for processing and analyzing text data.

BinaryClassificationTools.jl

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

DFMs.jl

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

jdplyr

Dplyr-like syntax for DataFrames.jl

local_llm_finetune

Fine-tune an LLM with Unsloth.

satellite_gdp_regression

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

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/

copper-analysis

Time series analysis of copper prices

econ_data-google-trends-etl

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

llm_telebot

Create a Telegram chatbot powered by an LLM

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-prediction-scala

Practicing ML techniques with Scala

nlp_pipeline_frontend

Streamlit front end for the NLP pipeline library.

NowcastLSTM.jl

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

scania-system-failure

stable_diffusion_telebot

Create a Telegram bot for image generation

streamlit_stablediffusion

Streamlit front end for stable diffusion image models

un_datathon_2023_day_01

Code for the 2023 UN Datathon workshop - day 1

un_datathon_2023_day_02

Code for the 2023 UN Datathon workshop - day 2