Stars
Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-rate using data from commercial microwave links (CMLs). Addin…
Retrieval algorithm for rainfall mapping from microwave links in a cellular communication network.
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
Repository for the Lux AI Challenge, season 3 @NeurIPS 24. Hosted on @kaggle
Python framework for short-term ensemble prediction systems.
ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
Implementation of Convolutional LSTM in PyTorch.
An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
Lecture notes and code for the course PHYS6350 Computational Physics at the University of Houston
Thesis Latex Template for Nanyang Technological University (NTU)
Distributed Evolutiona 9CF7 ry Algorithms in Python
This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media
Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.
PyTorch implementations of deep reinforcement learning algorithms and environments
FinRL®: Financial Reinforcement Learning. 🔥
Hands-On Graph Neural Networks Using Python, published by Packt
Solutions to Elements of Programming Interviews Variant Problems
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Repository for benchmarking graph neural networks (JMLR 2023)