jakelevi1996 Goto Github PK

aims-effective-ml-practical

Repo for AIMS tips and tricks practical 2024-05-02

backprop2

Investigating data-efficiency for MNIST using meta-learning, and also investigating modified 2nd-order training methods

comp-neuro

Computational neuroscience simulations including TD reinforcement learning, Hopfield networks, and cortical circuit dynamics

constructions

Iteratively create and display constructions in Euclidean space

docker-print-dir-test

Simple test for printing the contents of the Docker container's filesytem

docker-volume-test

gaussian-processes

This repository is primarily for coursework submission to 4F13: 'Probabilistic machine learning' coursework 1.

jakelevi1996.github.io

Personal website (WIP)

jutility

Collection of Python utilities intended to be useful for machine learning research and experiments

mapreduce-meta-learning

This repository implements meta-learning algorithms from the literature such as Reptile (Nichol, 2018) as a map-reduce algorithm.

minimalist-tensorflow-in-docker

Minimalist example of running a simple Tensorflow program in a docker container, with CPU and GPU options

model-free-opponent-shaping

Investigating MFOS in self-play

musiclib

newtons-method

Implementation and research on generalisations of Newton's method for optimisation

nns

Personal MATLAB implementation of artificial neural network training

norm-minimisation

Find solutions to L1, L2 and Linf norm-minimisation problems using approximate gradient-based approaches and compare with exact least-squares and linear-programming methods

notes

My notes on everything (WIP)

probabilistic-ranking

This repository is primarily for coursework submission to 4F13: 'Probabilistic machine learning' coursework 2.

reinforcement_learning

Repository containing implementations of RL (reinforcement learning) algorithms, specifically from "Sutton, Richard S., and Andrew G. Barto. Reinforcement learning: An introduction. MIT press, 2018." Eventually I hope to also add implementations of more cutting edge RL algorithms directly from the literature.

robotic-simulation

This repository is primarily for coursework submission to 4M20: 'Robotics' coursework 1.

roxel

Investigation into perception of shapes from motion

sleep-project

Project aims to measure sleep and classify sleep stages

stochastic-optimisation

Some stochastic optimisation algorithms (Tabu search and Particle Swarm Optimisation), tested and compared on the 2D and 5D Schwefel functions

text-gif

Make GIF of given text file, letter by letter or word by word

tf.app.run-test

Test repository for calling the tf.app.run wrapper from a different script

threading-test

Test repository for running a list of jobs in Python using threads

welfare_equilibria_public