Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning
☆45Jan 6, 2019Updated 7 years ago
Alternatives and similar repositories for information-theory-deep-learning
Users that are interested in information-theory-deep-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for examining the causal structure of artificial neural networks with information theory☆24Oct 28, 2020Updated 6 years ago
- Image Segmentation using Fully Convolutional Networks in PyTorch☆11May 16, 2019Updated 7 years ago
- ☆157Apr 20, 2020Updated 6 years ago
- Deep Neural Networks Entropy from Replicas☆35Nov 2, 2019Updated 7 years ago
- Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch☆39May 21, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ZEOS: a transformer operating system — priority-preemptive scheduling, protected mode, and deterministic replay for LLM jobs☆24Oct 19, 2026Updated 2 weeks ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- Paper List for In-context Learning 🌷☆19Jan 3, 2023Updated 3 years ago
- Reinforcement Learning in Options Hedging: A Deep-Deterministic-Policy-Gradient-based Dynamic Hedging Strategy☆12Jan 13, 2023Updated 3 years ago
- This is just an example of how a cgns mesh consisting of triangular elements can be loaded, partitioned with Metis and then written to a …☆11Aug 27, 2016Updated 10 years ago
- Long Short-Term Memory Neural Networks trained and tested on the TIMIT Acoustic-Phonetic Continuous Speech Corpus.☆11Aug 27, 2017Updated 9 years ago
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 9 years ago
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Mar 9, 2021Updated 5 years ago
- ConvWave Searching for Gravitational Waves with Fully Convolutional Neural Nets☆14May 22, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- paper lists and information on mean-field theory of deep learning☆79Mar 25, 2019Updated 7 years ago
- A Python library for the design and control of artificial swarms.☆13Sep 10, 2017Updated 9 years ago
- Sparse coding in PyTorch via the Locally Competitive Algorithm (LCA)☆15Mar 14, 2025Updated last year
- Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.☆13Dec 18, 2021Updated 4 years ago
- Detailed code used for researching machine learning for carrier frequency offset☆11Dec 12, 2020Updated 5 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆26Nov 2, 2021Updated 5 years ago
- Notebooks of experiences with the fastai library☆11Oct 13, 2018Updated 8 years ago
- Hierarchical Models for Learning Features from Images and Videos☆12Feb 7, 2023Updated 3 years ago
- Official Repository for "Adversarial Attack on Large Scale Graph." [TKDE 2021]☆11Dec 21, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- FastWave is a lightweight diffusion model for general audio super-resolution (any -> 48 kHz). SOTA quality reconstruction metrics with ju…☆24May 16, 2026Updated 5 months ago
- Database of Artificial Intelligence and Robotics papers.☆12Jul 11, 2016Updated 10 years ago
- A python script to keep track of, check and control the network usage☆13Oct 10, 2020Updated 6 years ago
- Genetic algorithm to solve np-complete maximization problems. Originally intended for fantasy sports.☆10May 14, 2017Updated 9 years ago
- ☆18Oct 15, 2021Updated 5 years ago
- Documents for Information Theory used in Master of Logic course Information Theory at the UvA☆37Dec 8, 2020Updated 5 years ago
- ☆10Jan 25, 2016Updated 10 years ago
- A PyTorch + Python 3.x implementation of the Echo protocol☆10Mar 12, 2026Updated 7 months ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the code of our work CISS Certified Robustness Against Natural Language Attacks by Causal Intervention published on ICML 2022☆11Dec 6, 2022Updated 3 years ago
- EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning☆39May 27, 2022Updated 4 years ago
- Research simulation toolkit for federated learning☆14Nov 7, 2020Updated 5 years ago
- ☆12Nov 18, 2021Updated 4 years ago
- Implementations of knowledge distillation and knowledge transfer models in neural networks.☆22May 12, 2019Updated 7 years ago
- A hierarchical Bayesian neural network optimized with variational inference.☆11Sep 8, 2018Updated 8 years ago
- Computer and Humans Learn Mutually (Fast way to label text)☆11Jun 5, 2018Updated 8 years ago