antgr's repositories
Linux-System-Monitoring-Library
lightweight c++ only linux monitoring library
18337
18.337 - Parallel Computing and Scientific Machine Learning
AA222FinalProject
Final Project for AA 222: Engineering Design Optimization: Multi-Objective Optimization for Sizing and Control of Microgrid Energy Storage
algforopt-notebooks
Jupyter notebooks associated with the Algorithms for Optimization textbook
algorithms-sedgewick-wayne
Solutions to all the exercises of the Algorithms book by Robert Sedgewick and Kevin Wayne
alphafold
Open source code for AlphaFold.
BayesianInferencePyMC
Workshop on Bayesian inference using PyMC
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Cpp20
This is the code repository for my book "C++20 - Get the Details"
cs101
Apprentice level course admin repo
CS6208_2023
Advanced Topics in Artificial Intelligence, NUS CS6208, 2023
dataHacker
code for dataHacker blog
Forecasting-Time-Series-Data-with-Facebook-Prophet
Forecasting Time-Series Data with Facebook Prophet, published by Packt
fourier
An Interactive Introduction to Fourier Transforms
Graph-Data-Modeling-in-Python
Graph Data Modeling in Python, by Packt Publishing
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.
nn-zero-to-hero-notes
Jupyter Notebook notes on Andrej Karpathy's tutorial series, "Neural Networks: Zero to Hero."
numpy-100
100 numpy exercises (with solutions)
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Python
All Algorithms implemented in Python
pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
resources
PyMC3 educational resources
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.