philswatton

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llama_index

LlamaIndex is a data framework for your LLM applications

pandoc

Universal markup converter

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

pytorch-fid

Compute FID scores with PyTorch.

symbolicai

Compositional Differentiable Programming Library

fortuna

A Library for Uncertainty Quantification.

gpuR

R interface to use GPU's

obsidian-pandoc-reference-list

Display a formatted reference in Obsidian's sidebar for each pandoc citekey in the active document.

Teaching

Stuff for educational purposes, mainly machine learning, Python and statistics

mlr3extralearners

Extra learners for use in mlr3.

msm

The msm R package for continuous-time multi-state modelling of panel data

gpuRcuda

CUDA GPU functions for R Objects

research_journal

My Research Journal covering various topics that interest me. They're mostly scattered notes and resources.

poliscijournals

Overview of word limits in political science journals

PoliLean

Code for "From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models". ACL 2023. Best Paper Award.

flaiR

flairR: Bring Amazing Flair NLP to R

stance_detection_tutorials

Tutorials for Stance Detection: A practical guide

research_notebook

My personal research notebook with notes, tutorials, and resources written in Jupyterbook.

lisp-to-js

🖨 A Lisp-to-JavaScript optimizing compiler.

Reinforcement-Learning-Reading-List

EggersSpirlingDatabase

The Eggers & Spirling British Political Development Database

nyt-mrp-policy-support

Code for models that use survey data from the CES and Nationscape to estimate state-level opinion on 2020 presidential vote share and multiple policies

BES_analysis_code

[originally] Attempt to replicate Eric Kaufman's analysis of the BES data for correlations with Brexit vote

pairwise_mps

Analyse pairwise comparisons of MPs in the 2019-2024 parliament

emdist

:exclamation: This is a read-only mirror of the CRAN R package repository. emdist — Earth Mover's Distance. Homepage: http://www.rforge.net/emd

UKGE24_wpc_census_summaries

Data and replication code to produce constituency-level Census summaries for the new 2024 Westminster Parliamentary Constituencies.