Pinned

1. Bayesian-Statistics Bayesian-Statistics Public

   Bayesian Statistics with R [Gibbs Sampling, Metrapolis Hastings, Regression, Logistic Regression, Poisson Regression, Multi Factor Anova, Hierarchical Modelling, Mixture Models]

   Jupyter Notebook 8 3

2. Probabislitc-Deep-Learning Probabislitc-Deep-Learning Public

   Exploration of TensorFlow-2 and TensorFlow probability to implement Bayesian Neural Networks, Normalizing flows, real NVPs and Autoencoders. Exploration of Bayesian Modelling and Variational Infere…

   Jupyter Notebook 4 3

3. PGMs PGMs Public

   Repository for tasks like Representation, Inference and Learning of Probabilistic Graphical Models.

   MATLAB

4. Image-To-Caption Image-To-Caption Public

   A tensorflow based image to caption toy project. I'll start work on it soon to write an estimator for it.

   Jupyter Notebook

5. Text-To-Image Text-To-Image Public

   A Pytorch based toy project for caption to image generator using th GAN-CLS. Flickr-30K has been used for the image generation.

   Python 8 1

6. Particle-Physics-Experiments Particle-Physics-Experiments Public

   Data Analysis and Machine Learning Models for High Energy Physics and Particle Physics experiments associated with ATLAS and CMS detectors.

   Jupyter Notebook 2