Topic: kl-divergence Goto Github
Some thing interesting about kl-divergence
Some thing interesting about kl-divergence
kl-divergence,Experiments with variational autoencoders in Julia
User: adamwespiser
kl-divergence,Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay
User: akshaykhadse
kl-divergence,In this project, we explore how we can use entropy and information in language models and how we can optimize it for generative tasks.
User: aneeshdurai
kl-divergence,Relative entropy, mutual information, KL divergence of 2 given Images 🖼
User: anishlearnstocode
kl-divergence,Text Analytic Projects
User: ankitk2109
kl-divergence,Kullback-Leibler divergence in Python
User: antonio-f
kl-divergence,A collection of summarizer algorithms
Organization: cadmiumcr
kl-divergence,NLP implementations like information-theoretic measures of distributional similarity, text preprocessing using shell commands, Naive Bayes text categorization model, Cocke-Younger-Kasami parsing.
User: chandnii7
kl-divergence,Code for enumerating and evaluating numerical methods for Langevin dynamics using near-equilibrium estimates of the KL-divergence. Accompanies https://doi.org/10.3390/e20050318
Organization: choderalab
kl-divergence,Some code to Get the Optimal relative Transport started. This will be slowly updated if needed.
User: coolkid1
kl-divergence,Implementation of the Non-negative Multiple Matrix Factorization (NMMF) algorithm proposed in Takeuchi et al, 2013 with some modifications. There is a python native version NMMFlexPy and a R wrapper NMMFlexR
User: crhisto
kl-divergence,My MSc project on applying, tuning and modifying the PPO and A2C algorithms to Pettingzoo MARL library two player poker game
User: curvysquare
Home Page: https://pettingzoo.farama.org/environments/classic/texas_holdem/
kl-divergence,The Dirichlet Mechanism for Differentially Private KL Divergence Minimization
User: donlapark
kl-divergence,Novel technique to fit a target distribution with a class of distributions using SVI (via NumPyro). Unlike standard SVI, our "data" is a distribution rather than a finite collection of samples.
User: edwarddramirez
kl-divergence,The Unstable Population Indicator
User: harcel
kl-divergence,Basic GANs with variety of loss functions as an exercise for my Thesis with Prof. Randy Paffenroth. KL, Reverse-KL, JS and Wasserstein GAN.
User: harsh306
kl-divergence,This repository includes some detailed proofs of "Bias Variance Decomposition for KL Divergence".
User: holmesshuan
kl-divergence,IJCAI 2021, "Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation"
User: jhoon-oh
kl-divergence,Python information theory computation
User: junlulocky
kl-divergence,A PyTorch Implementation of Generating Sentences from a Continuous Space by Bowman et al. 2015.
User: khamies
kl-divergence,Change point detection using KL divergence
User: kyosek
kl-divergence,Replication of the research paper titled Auto-Encoding Variational Bayes.
User: mark-antal-csizmadia
kl-divergence,Factorized variational approximation using a univariate Gaussian distribution over a single variable x.
User: mark-antal-csizmadia
kl-divergence,Coordinate ascent mean-field variational inference (CAVI) using the evidence lower bound (ELBO) to iteratively perform the optimal variational factor distribution parameter updates for clustering.
User: mark-antal-csizmadia
kl-divergence,Implementation of KL Divergence and inverted vector model for plagiarism detection in text files
User: moozzaart23
kl-divergence,Forward Sampling-Conversion of BN
User: nikolastz
kl-divergence,PyTorch implementation of α-geodesical skew divergence
User: nocotan
kl-divergence,Scheduling TRPO's KL Divergence Constraint
User: nslyubaykin
kl-divergence,Machine Learning algorithms built from scratch for AMMI Machine Learning course
User: ogunlao
kl-divergence,Implementation of a Denoising Diffusion Probabilistic Model with some mathematical background.
User: petermchale
kl-divergence,This repository contains the lab work for Coursera course on "Generative AI with Large Language Models".
User: rochitasundar
Home Page: https://www.coursera.org/account/accomplishments/certificate/8JAYVEUAQF56
kl-divergence,Repository for "Blending Data-Driven Priors in Dynamic Games" - RSS 2024
Organization: saferoboticslab
Home Page: https://kl-games.github.io
kl-divergence,Using Monte-Carlo simulated datasets, a completely transparent Boltzmann Machine trained on 1-D Ising chain data is implemented to predict model couplers in the absence of past coupler values. Methods from machine learning applied to theoretical physics are on display in this work.
User: satvikvarshney
kl-divergence,Variational autoencoders using Kera's modular design
User: snatch59
kl-divergence,average-KL-divergence-calculator.py is a Python script that calculates the average KL divergence for each FASTA file in a directory and produces separate output files and a combined output file with the results.
User: vsmicrogenomics
kl-divergence,Implementing various measures of paraphrase detection on Microsoft Paraphrase Corpus and checking their performance on original high dimension TF-IDF matrix and it's low dimension approximation
User: wasimusu
kl-divergence,PyTorch implementations of the beta divergence loss.
User: wecarsoniv
kl-divergence,A pytorch package for non-negative matrix factorization.
User: yoyololicon
Home Page: https://pytorch-nmf.readthedocs.io/
kl-divergence,KL-loss
User: yuancoder222
Home Page: https://github.com/yuancoder222/KL-loss
kl-divergence,This repository summarizes techniques for KL divergence vanishing problem.
User: zheng-yanan
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