Code for ICE-BeeM paper - NeurIPS 2020
☆88Aug 31, 2021Updated 4 years ago
Alternatives and similar repositories for icebeem
Users that are interested in icebeem are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- VAEs and nonlinear ICA: a unifying framework☆41Jun 16, 2020Updated 5 years ago
- VAEs and nonlinear ICA: a unifying framework☆50Jul 8, 2019Updated 6 years ago
- ☆19Jan 12, 2024Updated 2 years ago
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆34Sep 27, 2021Updated 4 years ago
- Code for Hidden Markov Nonlinear ICA☆24Oct 22, 2021Updated 4 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.
- Time-Contrastive Learning☆69May 30, 2018Updated 7 years ago
- Flow Contrastive Estimation (FCE) PyTorch Implementation on 2D data☆11May 20, 2022Updated 3 years ago
- Code Repository for SCM-VAE (IEEE Big Data)☆14Nov 8, 2022Updated 3 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆59Jun 16, 2023Updated 2 years ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆93Jul 31, 2024Updated last year
- NeurIPS 2020 Spotlight Paper☆13Dec 20, 2021Updated 4 years ago
- WICA: nonlinear weighted ICA☆12Oct 3, 2023Updated 2 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆47Mar 24, 2023Updated 3 years ago
- LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.☆39Sep 11, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆19Feb 6, 2026Updated 2 months ago
- This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivale…☆22Apr 22, 2024Updated last year
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Nov 17, 2021Updated 4 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆54Jan 12, 2022Updated 4 years ago
- Generalized Minimal Distortion Principle for Blind Source Separation☆22Sep 16, 2020Updated 5 years ago
- ☆26Oct 26, 2020Updated 5 years ago
- ☆22Nov 11, 2023Updated 2 years ago
- Code for Diff-SCM paper☆105Jun 7, 2023Updated 2 years ago
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆31Apr 15, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆21Jul 6, 2023Updated 2 years ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆297Jul 6, 2023Updated 2 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆159Apr 12, 2023Updated 3 years ago
- ☆11Jun 17, 2016Updated 9 years ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 4 years ago
- Code for a variety of nonlinear conditional independence tests and 'nonlinear Invariant Causal Prediction' to estimate the causal parents…☆17Nov 12, 2019Updated 6 years ago
- Eastern European Machine Learning Summer School (EEML) Workshop Series 2022. Tutorial on Causality for the Serbian Machine Learning Works…☆21May 7, 2022Updated 3 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆69Apr 8, 2022Updated 4 years ago
- Code for the NIPS 2018 paper "Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions"☆19Mar 31, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆11Jul 13, 2018Updated 7 years ago
- Ancestral Causal Inference (ACI)☆14May 24, 2017Updated 8 years ago
- ☆12Jul 17, 2023Updated 2 years ago
- Noise Contrastive Estimation (NCE) in PyTorch☆32Mar 2, 2025Updated last year
- Repository for "Differentiable Causal Discovery from Interventional Data"☆77Jan 31, 2022Updated 4 years ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆17Jun 18, 2020Updated 5 years ago
- Jax-based MaxEnt☆17Nov 24, 2019Updated 6 years ago