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I'm a PhD student in the van der Schaar lab, a world-leading machine learning (ML) research group at the University of Cambridge. My research focuses on Reinforcement Learning (model-free and model-based), Planning, Control, Transformer Architectures, Large Language Models, Generative Models, Time Series Forecasting, Symbolic Regression (discovery), Continuous-time models (ODEs, Laplace transforms), and applications to healthcare and scientific discovery. Here on GitHub you can find research projects as well as open source software developed in my spare time.

Samuel Holt's Projects

arbitragebot icon arbitragebot

Arbitrage bot that currently works on bittrex & poloniex

asyncio_extras icon asyncio_extras

Asynchronous generators, context managers and other utilities for use with asyncio

augmath icon augmath

Interactive Computer Algebra System. Augmenting how we *do* mathematics using computers

automl-js icon automl-js

Automated machine learning in JavaScript, in browser locally or in node.

awesome-cpp icon awesome-cpp

A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-elixir icon awesome-elixir

A curated list of amazingly awesome Elixir and Erlang libraries, resources and shiny things. Updates:

awesome-etl icon awesome-etl

A curated list of awesome ETL frameworks, libraries and software.

awesome-hacking icon awesome-hacking

A collection of various awesome lists for hackers, pentesters and security researchers

awesome-pentest icon awesome-pentest

A collection of awesome penetration testing resources, tools and other shiny things

awesome-pipeline icon awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

awesome-quant icon awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

aws-cli icon aws-cli

Universal Command Line Interface for Amazon Web Services

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