PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
☆77Feb 12, 2020Updated 6 years ago
Alternatives and similar repositories for smile-mi-estimator
Users that are interested in smile-mi-estimator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Difference-of-Entropies (DoE) Estimator☆25Apr 13, 2022Updated 4 years ago
- PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"☆12Dec 1, 2020Updated 5 years ago
- Official codes for Scalable Infomin Learning, NeurIPS 2022☆14Feb 28, 2023Updated 3 years ago
- A Tensorflow implementation Mutual Information estimation methods☆48Mar 24, 2023Updated 3 years ago
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆23Apr 17, 2025Updated last year
- 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.
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 years ago
- Mutual information estimators and benchmark☆61Sep 16, 2025Updated 8 months ago
- Mutual information estimators and benchmarks☆14May 19, 2026Updated last week
- Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization☆11Nov 29, 2022Updated 3 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆39Oct 9, 2023Updated 2 years ago
- Jupyter notebook and the like to discover the beautiful world of Reproducing Kernel Hilbert Spaces☆15Oct 16, 2018Updated 7 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆24Apr 1, 2025Updated last year
- Conditional Mutual Informaation Neural Estimator☆15Oct 23, 2020Updated 5 years ago
- Remaining Useful Life prediction of machinery using a novel data wrangling method and CNN-LSTM network for prediction☆28Jan 31, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆810Apr 25, 2019Updated 7 years ago
- ☆23Sep 24, 2021Updated 4 years ago
- Mutual Information Gradient Estimation☆12Sep 8, 2021Updated 4 years ago
- ☆15Oct 23, 2023Updated 2 years ago
- Codes for ICLR 21 paper: Neural Approximate Sufficient Statistics for Implicit Models☆20Jun 23, 2022Updated 3 years ago
- Spectral Normalization and Projection Discriminator☆18Nov 13, 2018Updated 7 years ago
- ☆66May 28, 2020Updated 6 years ago
- ☆96Jan 25, 2022Updated 4 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆36Jul 23, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code repository for Particle Denoising Diffusion Sampler☆15Apr 2, 2024Updated 2 years ago
- ☆20Jun 16, 2020Updated 5 years ago
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆12Mar 26, 2025Updated last year
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆17Jun 1, 2021Updated 4 years ago
- Experiments Notebook of "Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism"☆15Apr 30, 2025Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆48May 30, 2022Updated 3 years ago
- ☆40Jun 16, 2020Updated 5 years ago
- tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) api☆20Sep 17, 2019Updated 6 years ago
- Code for paper by Bamler & Mandt, "Extreme Classification via Adversarial Softmax Approximation" (ICLR 2020)☆14Apr 8, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Demos for the paper Generalized Variational Inference (Knoblauch, Jewson & Damoulas, 2019)☆20Apr 4, 2019Updated 7 years ago
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 2020Updated 6 years ago
- Deep Latent Gamma Model / Gamma VAE☆14May 9, 2018Updated 8 years ago
- ☆22Feb 25, 2019Updated 7 years ago
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆22Mar 12, 2022Updated 4 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆37Dec 7, 2020Updated 5 years ago
- ☆19May 11, 2023Updated 3 years ago