Matt Teel's repositories
solutions-to-peskin-qft
Solutions to problems in An Introduction to Quantum Field Theory
Account-Storage
A basic GUI that allows you to store your emails, password and account information.
Attitude-Estimation
MatLAB and Python implementations for 6-DOF IMU attitude estimation using Kalman Filters, Complementary Filters, etc.
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
chroma_utils
Some support routines for manipulating files from chroma
computational-methods
:penguin:Numerical Solutions of The Universe
GLU
Gauge Link Utility (GLU) is a lattice field theory library.
How_to_simulate_a_self_driving_car
This is the code for "How to Simulate a Self-Driving Car" by Siraj Raval on Youtube
Hybrid-Monte-Carlo
Used in Deep Machine Learning and Lattice Quantum Chromodynamics
Learn_Machine_Learning_in_3_Months
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
neutrino
:game_die: Neutrino research
NuOscProbExact
Code to compute exact two- and three-neutrino oscillation probabilities using SU(2) and SU(3) expansions
Online-Chess-Game
Chess game created on the 24 hour livestream
OpenFPGAduino
All open source file and project for OpenFPGAduino project
python_and_excel
tutorials and notebooks on using python where excel fails or in combination with excel
QCDGPU
software package for lattice Monte Carlo simulations on GPU
QuantumComputing
This is an implementation of IBM's Quantum Experience in simulation; a 5-qubit quantum computer with a limited set of gates. Please cite me if you end up using this academically.
Retina_recognition
Retinal OCT Images (optical coherence tomography) (from kaggle)
simple-neural-network
A simple Python script showing how the backpropagation algorithm works.
tikz-feynman
Feynman Diagrams with TikZ
trackml-library
Utilities for trackML challenge participants, provided by the organizers