6012 Open source projects that are alternatives of or similar to Deepbayes

Bayesian Data Analysis demos for Python

Make a sweet giant triangle confusogram (GTC) plot

Statistical Rethinking with PyTorch and Pyro

A repository to keep track of all the code that I end up writing for my blog posts.

shinystan R package and ShinyStan GUI

A collection of Bayesian data analysis recipes using PyMC3

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Course on data assimilation (DA)

Notebooks about Bayesian methods for machine learning

The base NIMBLE package for R

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A common framework for implementing and using log densities for inference.

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Probabilistic reasoning and statistical analysis in TensorFlow

A simple probabilistic programming language.

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

Regression with Summary Statistics.

Boltzmann Machines in TensorFlow with examples

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

A repo of sample data for our PyData Tutorial!

privacy

How to do data science with Optimus, Spark and Python.

A project for developing tutorials for Streams

Overview of NLP tools and techniques in python

Interview = 简历指南 + LeetCode + Kaggle

When performing data science tasks, it's common to want to use data found on the internet. You'll usually be able to access this data in csv format, or via an Application Programming Interface (API). However, there are times when the data you want can only be accessed as part of a web page. In cases like this, you'll want to use a technique called web scraping to get the data from the web page into a format you can work with in your analysis.

Ansible role to setup jupyterhub server (deprecated)

Repository containing a dataSet and a python notebook to perform data analysis about workouts. The data was gathered from Health Graph API - Runkeeper

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

Instructions for reproducing the research described in the paper "Tempo Estimation for Music Loops and a Simple Confidence Measure"

Create HTML profiling reports from pandas DataFrame objects

Creating a stylised pseudo-3D exoplanet map using matplotlib

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Code and visualizations for related/similar subreddits

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

Learn Python for free using open-source notebooks in Hebrew.

An attempt to formalize my thoughts. A pythonic approach to mental housekeeping

My kaggle competition solution and notebook

Introductory QMC teaching material for Python

Topic and material (if available) of the talks

Compilado de cursos y material de capacitación en herramientas de IA y DataScience.

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

Bicubic interpolation for PyTorch

Extract Polyphonic Musical Motives from Audio Recordings

支付宝 AR 红包 破解教程

This Contains Algorithms and codes for NLP, CV and deep learning basics and some advanced concepts

A Jupyter-based Interactive Visualization Tool for Astronomical Catalogs

Apache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark

UNCURL is a tool for single cell RNA-seq data analysis.

Archive of presentations

A collection of tutorials, demos, and use cases for IBM Data Science Experience http://datascience.ibm.com/

Promoting Positive Climate Change Conversations via Twitter

Repository for the ICON 2017 hackathon 'multivoxel pattern analysis (MVPA) of fMRI data in Python'