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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

1964js icon 1964js

Nintendo64 emulator in JavaScript

3d-r2n2 icon 3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

adfsm icon adfsm

All-around Depth from Small Motion with A Spherical Panoramic Camera

after-effects icon after-effects

Send instructions from node.js to the After Effects scripting environment.

aicore icon aicore

The artificial intelligence code accompanying the book "Artificial Intelligence for Games"

aioconsole icon aioconsole

Asynchronous console and interfaces for asyncio

aiodebug icon aiodebug

A tiny library for monitoring and testing asyncio programs

aiopubsub icon aiopubsub

Simple pubsub pattern for asyncio applications.

aiovk icon aiovk

vk.com API python wrapper for asyncio

algo-coin icon algo-coin

Algorithmic trading cryptocurrencies across multiple exchanges

algo-trader-tool-suite icon algo-trader-tool-suite

Proprietary trading solution for high-frequency trading (HFT) and statistical arbitrage algorithms

algorithms.js icon algorithms.js

Atwood's Law applied to CS101 - Classic algorithms and data structures implemented in JavaScript

algowiki icon algowiki

Repository which contains links and resources on different topics of Computer Science.

alpaca_eval icon alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

apprtc icon apprtc

The video chat demo app based on WebRTC. This project is currently on HOLD with minimal maintenance.

arbitrage-1 icon arbitrage-1

application of the bellman ford shortest paths algorithm to find arbitrage cycles in currency exchange rates

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