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The Top 23 Probabilistic Models Open Source Projects

Open source projects categorized as Probabilistic Models
Categories > Probabilistic Models
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Covid19model ⭐ 914
Code for modelling estimated deaths and cases for COVID19.
most recent commit 3 years ago
Time Series Works Conferences ⭐ 623
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
most recent commit 3 months ago
Machinelearnjs ⭐ 532
Machine Learning library for the web and Node.
dependent packages 5total releases 9most recent commit a year agonpm machinelearn} Downloads
Deeplearning.ai Natural Language Processing Specialization ⭐ 523
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai
most recent commit 3 years ago
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15most recent commit 3 months agopypi hierarchicalforecast} Downloads
Wavegrad ⭐ 283
Implementation of Google Brain's WaveGrad high-fidelity vocoder (paper: https://arxiv.org/pdf/2009.00713.pdf). First implementation on GitHub.
most recent commit 3 years ago
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Mbmlbook ⭐ 183
Sample code for the Model-Based Machine Learning book.
most recent commit 3 years ago
Skpro ⭐ 173
A unified framework for tabular probabilistic regression and probability distributions in python
dependent packages 1total releases 6most recent commit 3 months agopypi skpro} Downloads
Handful Of Trials Pytorch ⭐ 156
Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
most recent commit 2 years ago
Voiceflow Tts ⭐ 147
This is the official code for "VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching"
most recent commit 4 months ago
Glenet ⭐ 128
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation
most recent commit 5 months ago
Fractalrabbit ⭐ 125
Simulate realistic trajectory data seen through sporadic reporting
most recent commit 8 months ago
Forestdb.org ⭐ 109
A repository for generative models
most recent commit 10 months ago
Probnumdiffeq.jl ⭐ 107
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
most recent commit 3 months ago
Probai 2019 ⭐ 89
Materials of the Nordic Probabilistic AI School 2019.
most recent commit 4 years ago
Probai 2021 ⭐ 69
Materials of the Nordic Probabilistic AI School 2021.
most recent commit 3 years ago
Pydtmc ⭐ 68
A library for discrete-time Markov chains analysis.
total releases 68most recent commit 4 months ago
Nanoflow ⭐ 53
PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity."
most recent commit 3 years ago
Mta ⭐ 53
Multi-Touch Attribution
total releases 7most recent commit 2 years ago
Probnmn Clevr ⭐ 52
Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]
most recent commit 4 years ago
Deeprob Kit ⭐ 52
A Python Library for Deep Probabilistic Modeling
total releases 7most recent commit a year ago
The 4 Most Depended On Probabilistic Models Open Source Projects
Machinelearnjs ⭐ 532
Machine Learning library for the web and Node.
dependent packages 5total releases 9latest release August 03, 2019most recent commit a year agonpm machinelearn} Downloads
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15latest release November 21, 2023most recent commit 3 months agopypi hierarchicalforecast} Downloads
Skpro ⭐ 173
A unified framework for tabular probabilistic regression and probability distributions in python
dependent packages 1total releases 6latest release November 03, 2023most recent commit 3 months agopypi skpro} Downloads
Linguaphylo ⭐ 13
LinguaPhylo: A language for describing, visualising and simulating probabilistic phylogenetic models
dependent packages 1total releases 10latest release September 20, 2023most recent commit 3 months ago
The 10 Latest Releases In Probabilistic Models Open Source Projects
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15latest release November 21, 2023most recent commit 3 months agopypi hierarchicalforecast} Downloads
Pycalib ⭐ 9
Python library for classifier calibration
total releases 25latest release November 16, 2023most recent commit 7 months ago
Skpro ⭐ 173
A unified framework for tabular probabilistic regression and probability distributions in python
dependent packages 1total releases 6latest release November 03, 2023most recent commit 3 months agopypi skpro} Downloads
Ramsey ⭐ 10
Probabilistic deep learning using JAX
total releases 5latest release October 23, 2023most recent commit 6 months ago
Linguaphylo ⭐ 13
LinguaPhylo: A language for describing, visualising and simulating probabilistic phylogenetic models
dependent packages 1total releases 10latest release September 20, 2023most recent commit 3 months ago
Pyrovelocity ⭐ 31
𝒫robabilistic modeling of RNA velocity ⬱
total releases 3latest release September 06, 2023most recent commit 3 months ago
Deeprob Kit ⭐ 52
A Python Library for Deep Probabilistic Modeling
total releases 7latest release December 09, 2021most recent commit a year ago
Pydtmc ⭐ 68
A library for discrete-time Markov chains analysis.
total releases 68latest release October 23, 2021most recent commit 4 months ago
Mta ⭐ 53
Multi-Touch Attribution
total releases 7latest release May 15, 2020most recent commit 2 years ago
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