Matt Teel's repositories
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
vision
Datasets, Transforms and Models specific to Computer Vision
opencv
Open Source Computer Vision Library
PlotNeuralNet
Latex code for making neural networks diagrams
github-profile-readme-generator
🚀 Generate GitHub profile README easily with the latest add-ons like visitors count, GitHub stats, etc using minimal UI.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Madgwick_Filter
A quaternion based sensor fusion algorithm that fuses accelerometers and gyroscopes and optionally magnetometers
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
tevatron
Tevatron - A flexible toolkit for dense retrieval research and development.
delphes
A framework for fast simulation of a generic collider experiment
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
copilot-docs
Documentation for GitHub Copilot
geant4
Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303
autograd
Efficiently computes derivatives of numpy code.
pyjet
The interface between FastJet and NumPy
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
root
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
notebooks-collection-opendata
A set of simple notebooks using 8 TeV and 13 TeV ATLAS Open Data datasets
three-levels-of-projects
A list of the three different project types mentioned in this video: https://www.youtube.com/watch?v=RYE0QQKJI9o
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
statsmodels
Statsmodels: statistical modeling and econometrics in Python
react-complete-guide-code
Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)
hopf_fibration
Quaternions, Spinors and the Hopf Fibration: Hidden Variables in Classical Mechanics
blockchain-developer-bootcamp-final-project
SlyDe.Fi: an entertaining prediction overconfidence exploiting re-distributive mechanism that uses pool-together-like yield farming. Also mints pretty graphs as NFTs.
homebrew-core
🍻 Default formulae for the missing package manager for macOS (or Linux)
truffle
A tool for developing smart contracts. Crafted with the finest cacaos.
chakra-ui
⚡️ Simple, Modular & Accessible UI Components for your React Applications