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The Top 23 Python Probabilistic Models Open Source Projects

Open source projects categorized as Python Probabilistic Models
Categories > Probabilistic Models
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15most recent commit 3 months agopypi hierarchicalforecast} Downloads
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 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
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
Artificial_neural_networks ⭐ 35
A collection of Methods and Models for various architectures of Artificial Neural Networks
most recent commit 4 years ago
Kessler ⭐ 32
A machine learning library for spacecraft collision avoidance
most recent commit a year ago
Pyrovelocity ⭐ 31
𝒫robabilistic modeling of RNA velocity ⬱
total releases 3most recent commit 4 months ago
Gmm ⭐ 30
Variational Inference in Gaussian Mixture Model
most recent commit 3 years ago
Kenlm Training ⭐ 27
Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2
most recent commit 5 years ago
Dionysus ⭐ 15
For analysis of calibration, performance, and generalizability of probabilistic models on small molecular datasets. Paper on RSC Digital Discovery: https://pubs.rsc.org/en/content/articlehtml/2023/d
most recent commit a year ago
Machine_learning_from_scratch ⭐ 15
Machine Learning models from scratch with a better visualisation
most recent commit 5 months ago
Keras Adf ⭐ 11
Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks
total releases 1most recent commit 2 years ago
Ramsey ⭐ 10
Probabilistic deep learning using JAX
total releases 5most recent commit 6 months ago
Aind Recognizer ⭐ 10
Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)
most recent commit 7 years ago
Pycalib ⭐ 9
Python library for classifier calibration
total releases 25most recent commit 7 months ago
Relvm ⭐ 7
This repository contains the code accompanying the paper "Learning Informative Representations of Biomedical Relations with Latent Variable Models", Harshil Shah and Julien Fauqueur, EMNLP SustaiNLP 2020.
most recent commit 3 years ago
The 2 Most Depended On Python 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
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
The 9 Latest Releases In Python 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
Pyrovelocity ⭐ 31
𝒫robabilistic modeling of RNA velocity ⬱
total releases 3latest release September 06, 2023most recent commit 4 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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