Dennis Shih Hwa Lai's starred repositories
covariants
Real-time updates and information about key SARS-CoV-2 variants, plus the scripts that generate this information.
machinevision-toolbox-python
Machine vision toolbox for Python
robotics-toolbox-python
Robotics Toolbox for Python
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
Corona-Net
Fighting COVID-19 with Computer Vision
GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
FunctionalPlus
Functional Programming Library for C++. Write concise and readable C++ code.
pytorch_geometric
Graph Neural Network Library for PyTorch
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
neuralnetworks.thought-experiments
Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
subjective-functions
Multi-scale neural texture synthesis... and more?