An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: contrastive-predictive-coding

MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Language: Python - Size: 2.16 MB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 591 - Forks: 87

Myndex/fancyfontflipping

Fancy Font Flipping is a demo I first put up in CodePen to illustrate the issues with flipping the text color from black to white based on a given estimated background luminance.

Language: HTML - Size: 7.72 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

bshall/VectorQuantizedCPC

Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion

Language: Python - Size: 10.4 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 142 - Forks: 23

Spijkervet/contrastive-predictive-coding

PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)

Language: Python - Size: 52.7 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 84 - Forks: 13

bornabr/CAPC

Context Aware Predictive Coding (CAPC)

Language: Python - Size: 293 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

ShiZhengyan/SelfContrastiveLearningRecSys

[ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"

Language: Python - Size: 42.1 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 5

ajzliu/SP-CPC

Code, logs, and final models for SIGSPATIAL SpatialEpi '22: Spatiotemporal Disease Case Prediction using Contrastive Predictive Coding.

Language: Python - Size: 61.6 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

amrhssn/teneNCE

Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

Language: Python - Size: 2.58 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

VinAIResearch/TPC-tensorflow

Temporal Predictive Coding For Model-Based Planning In Latent Space (ICML-2021)

Language: Python - Size: 10.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 13 - Forks: 2

VinAIResearch/PC3-pytorch

Predictive Coding for Locally-Linear Control (ICML-2020)

Language: Python - Size: 15.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 16 - Forks: 3

bshall/cpc

CPC-big and k-means clustering for zero-resource speech processing

Language: Python - Size: 11.7 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

UoD-CVIP/Multi_Directional_CPC_Histology

Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding

Language: Python - Size: 5.49 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

flrngel/cpc-tensorflow 📦

Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"

Language: Python - Size: 239 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 64 - Forks: 14

talipucar/CPC

Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf

Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

ChesterHuynh/Wavenet-CPC-Music-Translation

Integrating Contrastive Predictive Coding into Facebook AI's Universal Music Translation Network for music translation.

Language: Jupyter Notebook - Size: 2.23 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

PhySci/ContrastivePredictiveCoding

Representation Learning with Contrastive Predictive Learning

Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

tiagoCuervo/JTM

Contrastive Predictive Coding applied to raw audio music data.

Language: Jupyter Notebook - Size: 5.48 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0