Alternatives and similar repositories for TC-estimation

Users that are interested in TC-estimation are comparing it to the libraries listed below

• karlstratos / doe
  Difference-of-Entropies (DoE) Estimator
  ☆26Updated 3 years ago
• Spijkervet / contrastive-predictive-coding
  PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)
  ☆89Updated 4 years ago
• ccha23 / MI-NEE
  Mutual Information Neural Entropic Estimation
  ☆26Updated 2 years ago
• VITA-Group / L2O-Minimax
  [ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao…
  ☆15Updated 4 years ago
• BorisMuzellec / MissingDataOT
  A Pytorch implementation of missing data imputation using optimal transport.
  ☆105Updated 4 years ago
• mboudiaf / Mutual-Information-Variational-Bounds
  A Tensorflow implementation Mutual Information estimation methods
  ☆48Updated 2 years ago
• danielgreenfeld3 / XIC
  Robust Learning with the Hilbert-Schmidt Independence Criterion
  ☆49Updated 5 years ago
• PanZiqiAI / disentangled-information-bottleneck
  ☆33Updated 5 years ago
• sudiptodip15 / CCMI
  Classifier based mutual information, conditional mutual information estimation; conditional independence testing
  ☆35Updated 6 years ago
• burklight / nonlinear-IB-PyTorch
  Pytorch Implementation of the Nonlinear Information Bottleneck
  ☆41Updated last year
• smolavipour / CMI_Neural_Estimator
  Conditional Mutual Informaation Neural Estimator
  ☆14Updated 5 years ago
• mfederici / torch-mist
  Implementation of a PyTorch Mutual Information Estimation Toolkit
  ☆23Updated last year
• Baichenjia / MINE
  Mutual Information Neural Estimation (Pytorch)
  ☆13Updated 5 years ago
• Linear95 / CLUB
  Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
  ☆353Updated last year
• muqiaoy / dl_signal
  Deep Learning Model for Signal Data
  ☆93Updated 6 years ago
• lxcnju / NeuralProcess
  PyTorch for Neural Process in ICML 2018
  ☆20Updated 6 years ago
• ahujak / IB-IRM
  ☆31Updated 4 years ago
• ermongroup / smile-mi-estimator
  PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
  ☆77Updated 5 years ago
• mil-tokyo / hyperbolic_nn_plusplus
  Official PyTorch implementation of Hyperbolic Neural Networks++
  ☆80Updated 4 years ago
• siamakz / iVAE
  VAEs and nonlinear ICA: a unifying framework
  ☆50Updated 6 years ago
• HongtengXu / Relational-AutoEncoders
  Learning Autoencoders with Relational Regularization
  ☆46Updated 5 years ago
• yaohungt / Self_Supervised_Learning_Multiview
  ☆41Updated 5 years ago
• v0lta / Complex-gated-recurrent-neural-networks
  Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (Ne…
  ☆49Updated 4 years ago
• mfederici / Multi-View-Information-Bottleneck
  Implementation of Multi-View Information Bottleneck
  ☆136Updated 5 years ago
• Lingkai-Kong / SDE-Net
  Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates
  ☆117Updated 5 years ago
• kimiandj / gsw
  ☆42Updated 5 years ago
• IssamLaradji / BlockCoordinateDescent
  Code for the paper "Let’s Make Block Coordinate Descent Go Fast"
  ☆48Updated 2 years ago
• gtegner / mine-pytorch
  Mutual Information Neural Estimation in Pytorch
  ☆351Updated last year
• YoungseogChung / calibrated-quantile-uq
  Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)
  ☆44Updated last year
• russellgeum / Deep-Complex-Networks
  [Not Official] Implementation Deep Comple Networks and Plug-in module (e.g. Neural Preprocessing Layer, ICLR 2018)
  ☆66Updated last year