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Probability Alternatives
Similar projects and alternatives to probability
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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stan
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
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cs229-2018-autumn
All notes and materials for the CS229: Machine Learning course by Stanford University
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zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
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uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
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DataScienceProjects
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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YPDL-Recurrent-Neural-Networks-using-TensorFlow-Keras
Build a recurrent neural network using TensorFlow and Keras.
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ML.NET-Time-Series-Forecaster
An ML.NET time series forecaster using the SSA algorithm engine. This is setup out-of-the-box to intake month periods and predict over a year, but these variables are all configurable.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better probability alternative or higher similarity.
probability reviews and mentions
Posts with mentions or reviews of probability.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-14.
- [P] Any good resources which can help me with Multivariate Time Series Forecasting using Probabilistic Machine Learning?
- Is anyone here working in uncertainty estimation in neural networks?
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[Q] Sociology PhD Student with Interest in Statistical Programming/Data Science
As others have said, R for academia, Python for industry. However, i'd also throw Stan into the mix, along with other PPL frameworks like Tensorflow Probability and Pyro. The latter two will require you to learn Python first, though.
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What is Probabilistic Programming?
This tutorial explains what is probabilistic programming & provides a review of 5 frameworks (PPLs) using an example taken from Chapter 4 of Statistical Rethinking by Dr. Richard McElreath. Frameworks (PPLs) reviewed are - Stan (https://mc-stan.org/) PyMC3 (https://docs.pymc.io/) Tensorflow Probability (https://www.tensorflow.org/probability) Pyro/NumPyro (https://pyro.ai/) Turing.jl (https://turing.ml/stable/) I also provide the basic review of a great library called arviz (https://arviz-devs.github.io/arviz/), which can be used for all the above-mentioned PPLs to do Exploratory Data Analysis of Bayesian Models. Here is the link to the notebook in which I have implemented the example model using the above Frameworks/PPLs https://colab.research.google.com/drive/1zgR2b0j2waGi1ppnIe1rw7emkbBXtMqF?usp=sharing
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A note from our sponsor - InfluxDB
www.influxdata.com | 3 Jun 2023
Stats
Basic probability repo stats
9
3,916
9.6
9 days ago
tensorflow/probability is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of probability is Jupyter Notebook.
Popular Comparisons
- probability VS pyro
- probability VS PyMC
- probability VS cs229-2018-autumn
- probability VS stan
- probability VS zero-to-mastery-ml
- probability VS uncertainty-baselines
- probability VS DataScienceProjects
- probability VS YPDL-Recurrent-Neural-Networks-using-TensorFlow-Keras
- probability VS trulens
- probability VS arviz
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