Alex Towell
Research engineer and computer scientist working at the intersection of machine learning, statistical computing, and cryptography. Currently pursuing my PhD in Computer Science at Southern Illinois Un
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GitHub Repositories
btk
A modern, database-first bookmark manager with CLI, REST API, Chrome extension, full-text search, and plugin system
HTML • 1 star
complex-network-rag
Topology-aware RAG using complex network analysis. Features community detection, hub/bridge identification, and a YAML DSL for configuring field embeddings and similarity computation.
Python
ctk
Python • 2 stars
jaf
Python
AlgoGraph
Immutable graph data structures and algorithms library with interactive shell
Python
AlgoTree
AlgoTree
Python • 16 stars
algebraic.dist
R package: Algebra over distributions (random elements) with automatic simplification to closed forms
R
algebraic.mle
Algebraic maximum likelihood estimators
HTML • 1 star
jsl
HTML
wei.series.md.c1.c2.c3
Weibull series system estimation from data with censored lifetimes and masked component cause of failure.
R • 2 stars
sandrun
Anonymous batch job execution system with Linux namespace/seccomp sandboxing, resource limits, and WebSocket streaming
C++
cognitive-mri-conversations
Cognitive MRI of AI Conversations: Conference paper analyzing ChatGPT conversations through network science. Presented at Complex Networks 2025.
Python
hypothesize
A consistent API for hypothesis testing in R. Provides generic methods for p-values, test statistics, degrees of freedom, and significance testing. Includes LRT and Wald test implementations. Available on CRAN.
R • 2 stars
fuzzy-infer
Unix-composable fuzzy logic inference with elegant Pythonic API
HTML • 1 star
fuzzy-soft-circuit
Automatic fuzzy rule discovery through differentiable soft circuits - learn fuzzy logic systems from data without expert knowledge
Python
dreamlog
Logic programming with LLM integration and wake-sleep learning cycles
Python
dotsuite
Python
reliability-estimation-in-series-systems
Maximum likelihood estimation for series system reliability with Weibull components under right-censoring and masked failure data, including likelihood ratio tests for model selection
HTML • 1 star
ebk
Powerful eBook metadata management tool with SQLite backend, AI-powered enrichment, web interface, and comprehensive CLI. Features full-text search, automatic metadata extraction, and LLM integration for intelligent tagging and categorization.
Python • 2 stars
elasticsearch-lm
ElasticSearch Query Fine-Tuning Training Data for Large Language Models
Python • 37 stars
jsonl-algebra
JSONL Algebra (relational algebra over JSONL documents)
Python
mcts-reasoning
Monte Carlo Tree Search for LLM-based reasoning with fluent API and advanced sampling strategies
Python
rerum
RERUM - Rewriting Expressions via Rules Using Morphisms. A pattern matching and term rewriting library for symbolic computation.
Python
repoindex
A collection-aware metadata index for git repositories
Python
symlik
Symbolic Likelihood Models for Statistical Inference
Python
zeroipc
Python
tree_rewriter
Python
sluug-talk-llm
Python • 1 star
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