Christoforos Nalmpantis's repositories
Neural-Fourier-Energy-Disaggregation
A pytorch implementation of the architecture of the proposed model Neural Fourier Energy Disaggregation (NFED) for the problem of non-intrusive load monitoring (NILM).
robustness-gym
Robustness Gym: Evaluation Toolkit for NLP
Algorithms
Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.
disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
entropy-audio-feature-pooling
Experiments on two audio classification tasks, investigating the behavior of feature pooling based on the maxent principle.
independent-mechanism-analysis
Code for the paper: "Independent mechanism analysis, a new concept?"
InformationTheory
Documents for Information Theory used in Master of Logic course Information Theory at the UvA
lit
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
ml-glossary
Machine learning glossary
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
speechbrain
A PyTorch-based Speech Toolkit
TextWorldExpress
Super fast implementations of common benchmark text world games
ThoughtSource
A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Vision-DiffMask
Official PyTorch implementation of Vision DiffMask, a post-hoc interpretation method for vision models.