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avolstm

Time series prediction on the Kaggle Avocado dataset.

cookiecutter_research

dotfiles

effective-ml-practical

gp-regression

Regression on sotonmet climate data using GPs

hydra

Hydra is a framework for elegantly configuring complex applications

hydra-ml-examples

hydra_ray_job_launcher

local-attention

An implementation of local windowed attention for language modeling

mcts-c

Monte Carlo Tree Search Algorithm applied to a command line game of Connect4.

mlflow

Open source platform for the machine learning lifecycle

nsrr-gem

The NSRR ruby gem for file downloads, data dictionary integration, and custom ruby apps.

purse

GnuPG asymmetric password manager

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

ray-secrets-plugin

A Ray RuntimeEnv plugin for securely injecting secrets at runtime.

safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

thesis_template

LaTeX template for an undergraduate 4th year project (4YP) report or a DPhil / PhD doctoral thesis for a student of the Department of Engineering Science at the University of Oxford.

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.