Codebase for "Every Shot Counts: Using Exemplars for Repetition Counting in Videos"

Rethinking temporal self-similarity for repetitive action counting (ICIP 2024)

Utilities for working with SMILES based encodings of molecules for deep learning (PyTorch oriented)

A collection of loss functions for medical image segmentation

Graph Neural Network Tutorial

A modular graph-based Retrieval-Augmented Generation (RAG) system

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Reverse-engineer a Dockerfile from a Docker image.

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Pape…

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

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A brief computer graphics / rendering course