https://github.com/alisonmitchell/stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

beautifulsoup bert gensim huggingface keras-tensorflow machine-learning matplotlib mplfinance nlp nltk numpy pandas plotly python scikit-learn scipy seaborn spacy textblob yfinance

Last synced: 04 Apr 2025

https://github.com/alisonmitchell/biomedical-knowledge-graph

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.

arxiv bern2 bertopic biomedical coreference-resolution drug-repurposing europe-pmc fastcoref grobid groq kazu knowledge-graph langchain llamaindex melodi-presto named-entity-recognition pdfminersix relation-extraction spacy-scispacy unsloth

Last synced: 17 May 2026

https://github.com/alisonmitchell/my-first-binder

How to create a Binder-ready repository to transform into an interactive computational environment hosted in the cloud and shared so that the analysis code and dataset can be interactively explored.

binder binder-docker-image binder-ready binderhub mybinder python

Last synced: 30 Jul 2025

https://github.com/alisonmitchell/boston-housing

Investigation of the Boston housing dataset to evaluate, train and test a regression model to predict house prices.

data-science machine-learning matplotlib numpy pandas python scikit-learn scipy seaborn

Last synced: 10 Apr 2026

https://github.com/alisonmitchell/document-metadata-extract

An application to import, iterate over, open, extract metadata and output information for a list of PDF and Excel documents hosted on a website to identify missing metadata fields.

openpyxl pypdf2 python requests

Last synced: 08 Jul 2025

https://github.com/alisonmitchell/titanic

Exploration of a subset of the Titanic passenger manifest to create a predictive classification model to determine which passengers were more likely to survive.

deep-learning keras machine-learning matplotlib numpy pandas python scikit-learn scipy seaborn tensorflow

Last synced: 14 Apr 2026

https://github.com/alisonmitchell/django-contact-app

A simple CRUD application where you can create contacts, edit, view and delete them.

django python

Last synced: 08 Jun 2026

https://github.com/alisonmitchell/django-blog-app

A blogging website application for adding, deleting, editing and viewing blog posts. Additional features and functionality include saving and publishing drafts, user authentication and commenting.

django python

Last synced: 02 May 2026

https://github.com/alisonmitchell/domain-checker

An application to import, iterate over, acquire WHOIS data and perform a DNS lookup for a list of domains. Regular expressions are then used to identify patterns and categorise domain names.

click python regex whois

Last synced: 10 Jun 2026

https://github.com/alisonmitchell/alisonmitchell.github.io

Portfolio website powered by Bootstrap and GitHub Pages: www.alisonmitchell.me

Last synced: 09 Mar 2026

https://github.com/alisonmitchell/django-poll-app

A basic poll application with a public site to view and vote in polls, and an admin site to add, change and delete polls.

django python

Last synced: 18 May 2026

https://github.com/alisonmitchell/project-euler

Python implementations applying programming fundamentals and algorithmic thinking to find simple, elegant and optimal solutions to problems, with documentation and testing.

python3

Last synced: 13 Jul 2025

https://github.com/alisonmitchell/countries-of-the-world

Exploratory Data Analysis of US Government data from the World Factbook to investigate GDP ($ per capita), Literacy (%) and Phones (per 1000).

data-science machine-learning matplotlib numpy pandas python seaborn

Last synced: 12 Apr 2026