ibah

Introduction-to-Statistical-Learning

R code covering the Introduction to Statistical Learning book - reproducing examples, figures, solving exercises.

kaggle-Lending_Club_dataset

Exploration and predictive models for Lending Club dataset at Kaggle

scikit-learn

scikit-learn: machine learning in Python

aie4

analysis-HousingPrices

Predicting housing prices (Seattle, US)

book-BrianCaffo

Analyses and solution to exercises for data science books by Brian Caffo / JHU

coursera-Regression_Models-project

Regression Models course by JHU at coursera. Project.

guide

A guide into other repositories and resources.

kaggle-leaf-classification

Models for the Leaf Classification competition at Kaggle.

python-study

Learning & experimenting with python: pandas, computational statistics.

coursera-Reproducible_Research-project_2

Reproducible Research course by JHU at coursera. Project 2.

coursera-Statistical_Inference-project

Statistical Inference course by JHU at coursera. Project.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Fine-Tuning-LLMs-for-Medical-Entity-Extraction

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

first-llm-app

Forecasting_with_R_practices

Forecast using R language. The problems are from 'Forecasting: Principles and Practice(2nd ed.)'.

ipipan-Advanced_Statistical_Methods-solutions

Solutions to problem sets from Advanced Statistical Methods e-learning course by IPI PAN - cover modules 1-4.

kaggle-outbrain-click-prediction

kaggle-Titanic--Python-

Python (scikit-learn) model for Kaggle competition on Titanic passenger survival (classification).

kaggle-Titanic--R-

Data exploration and a simple model for Titanic competition at Kaggle.

llm-app

numpy-100

100 numpy exercises (100% complete)

Projects

My personal projects. Check them out!

public-aie3-solutions

python-extracts

Extracts of python code to serve as a reference.

R-extracts-visualizations

Extracts of R code for visualizations to serve as a reference.

seer-nest

Nest full of little prophets about to hatch.

sta-663-2017

Notebooks, worksheets and homework for STA 663 class

tf_app

TensorFlow - getting started

ThinkStats2

Text and supporting code for Think Stats, 2nd Edition