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Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
100 Days of ML Coding
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Text Classification Algorithms: A Survey
General Assembly's 2015 Data Science course in Washington, DC
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and ?ukasz Kaiser offered by deeplearning.ai
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training