Search Results - RepositoryStats

225

2.1k

mit

51

Bayesian inference with probabilistic programming.

hmc mcmc turing hacktoberfest julia-language machine-learning bayesian-inference bayesian-statistics probabilistic-models artificial-intelligence hamiltonian-monte-carlo probabilistic-inference bayesian-neural-networks probabilistic-programming probabilistic-graphical-models

Created 2016-04-29

3,422 commits to main branch, last one 2 days ago

pbdl-book tum-pbs

170

1.1k

unknown

28

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

fluids pde-solvers deep-learning machine-learning bayesian-inference probabilistic-models numerical-simulations artificial-intelligence spatio-temporal-prediction

Created 2021-01-04

395 commits to main branch, last one 10 days ago

covid19model ImperialCollegeLondon

272

944

mit

80

Code for modelling estimated deaths and cases for COVID19.

covid-19 renewal-process branching-process intervention-study statistical-models bayesian-statistics probabilistic-models statistical-computing statistical-inference

Created 2020-03-26

273 commits to master branch, last one 4 years ago

Time-Series-Works-Conferences lixus7

92

886

mit

23

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

location paper-list time-series deep-learning spatio-temporal anomaly-detection accident-detection demand-forecasting traffic-prediction probabilistic-models spatio-temporal-data time-series-imputation time-series-prediction travel-time-prediction multivariate-timeseries time-series-forecasting spatio-temporal-modeling spatio-temporal-prediction

Created 2022-03-24

838 commits to main branch, last one about a month ago

Deeplearning.ai-Natural-Language-Processing-Specialization ibrahimjelliti

498

734

gpl-3.0

31

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...

nlp neural coursera naive-bayes deep-learning specialization deeplearning-ai encoder-decoder neural-networks sequence-models machine-learning attention-mechanism logistic-regression probabilistic-models

Created 2020-06-17

131 commits to master branch, last one 3 years ago

hierarchicalforecast Nixtla

85

644

apache-2.0

10

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

Created 2022-06-21

439 commits to main branch, last one 2 days ago

machinelearnjs machinelearnjs

53

542

mit

14

Machine Learning library for the web and Node.

svm web node easy-to-use minimalistic random-forest structured-data machine-learning data-preprocessing feature-extraction probabilistic-models statistical-learning

Created 2018-04-29

811 commits to master branch, last one 4 days ago

WaveGrad ivanvovk

54

402

bsd-3-clause

16

Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.

tts speech vocoder ljspeech wavegrad tts-engines text-to-speech diffusion-models speech-synthesis probabilistic-models

Created 2020-09-03

58 commits to master branch, last one 4 years ago

VoiceFlow-TTS X-LANCE

22

338

unknown

15

[ICASSP 2024] This is the official code for "VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching"

tts text-to-speech speech-synthesis generative-models probabilistic-models rectified-flow-matching conditional-flow-matching

Created 2023-09-15

21 commits to main branch, last one 7 months ago

mbmlbook dotnet

83

293

mit

31

Sample code for the Model-Based Machine Learning book.

machine-learning probabilistic-models probabilistic-programming probabilistic-graphical-models

Created 2019-03-04

18 commits to main branch, last one 4 years ago

GLENet Eaphan

12

193

apache-2.0

6

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation [IJCV2023]

generative-model machine-learning 3d-object-detection probabilistic-models uncertainty-estimation

Created 2023-01-20

10 commits to main branch, last one 10 months ago

handful-of-trials-pytorch quanvuong

35

188

unknown

3

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

model-based-rl ensemble-learning probabilistic-models reinforcement-learning model-based-reinforcement-learning

Created 2019-01-03

32 commits to master branch, last one 5 years ago

fractalrabbit NationalSecurityAgency

52

155

apache-2.0

17

Simulate realistic trajectory data seen through sporadic reporting

algorithm-analysis simulation-modeling probabilistic-models

Created 2018-04-04

47 commits to master branch, last one about a month ago

ProbNumDiffEq.jl nathanaelbosch

17

125

mit

4

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

ode julia ode-solver hacktoberfest probabilistic-models differential-equations probabilistic-numerics

Created 2020-10-28

1,040 commits to main branch, last one 3 months ago

forestdb.org forestdb

24

115

unknown

28

A repository for generative models

webppl probabilistic-models probabilistic-programming

Created 2012-09-26

1,084 commits to gh-pages branch, last one about a year ago

mta eeghor

36

114

unknown

11

Multi-Touch Attribution

shapley marketing markov-model probabilistic-models

Created 2018-10-31

82 commits to master branch, last one 3 years ago

Probabilistic-ML-for-finance-and-investing dkanungo

40

94

apache-2.0

4

Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

Created 2023-08-14

56 commits to main branch, last one 23 days ago

probai-2021 probabilisticai

16

93

unknown

9

Materials of the Nordic Probabilistic AI School 2021.

bayesian summer-school probabilistic-ai probabilistic-models deep-generative-models probabilistic-programming probabilistic-machine-learning

Created 2021-04-22

35 commits to main branch, last one 3 years ago

PyDTMC TommasoBelluzzo

19

87

mit

3

A library for discrete-time Markov chains analysis.

markov fitting plotting simulation probability markov-chain statistical-models stochastic-process mathematical-models probabilistic-models statistical-analysis mathematical-analysis

Created 2019-01-02

858 commits to master branch, last one 3 months ago

probnmn-clevr kdexd

12

66

mit

1

Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]

vqa icml clevr icml-2019 probabilistic-models neural-module-networks

Created 2019-05-14

121 commits to master branch, last one 5 years ago

deeprob-kit deeprob-org

9

60

mit

3

A Python Library for Deep Probabilistic Modeling

normalizing-flows probabilistic-models sum-product-networks probabilistic-circuits

Created 2021-09-27

118 commits to main branch, last one 5 months ago

kessler kesslerlib

18

56

gpl-3.0

4

A machine learning library for spacecraft collision avoidance

space-debris deep-learning machine-learning probabilistic-models conjunction-data-messages probabilistic-programming satellite-conjunction-analysis spacecraft-collision-avoidance

Created 2021-04-16

303 commits to master branch, last one 3 days ago

probabilistic-circuits arranger1044

7

49

unknown

3

A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.

ai ml pc tractable-inference probabilistic-models

Created 2020-04-12

76 commits to master branch, last one about a year ago

probai-2021-pyro PGM-Lab

13

48

apache-2.0

6

Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

ai machine-learning probabilistic-models variational-inference probabilistic-programming

Created 2021-06-03

39 commits to main branch, last one 3 years ago

pyrovelocity pinellolab

5

47

agpl-3.0

6

𝒫robabilistic modeling of RNA velocity ⬱

pyro multiomics rna-splicing rna-velocity transcriptomics single-cell-rna-seq probabilistic-models single-cell-genomics deep-generative-model rna-splicing-analysis single-cell-multiomics cell-fate-determination rna-velocity-estimation probabilistic-programming developmental-trajectories

Created 2022-09-07

2,551 commits to main branch, last one 2 days ago

DeepLearning.AI-Natural-Language-Processing-Specialization FahdSeddik

39

47

unknown

4

This is all my notebooks, lab solutions, and assignments for the DeepLearning.AI Natural Language Processing Specialization on Coursera.

nlp coursera attention-model deeplearning-ai sequence-models vector-space-models probabilistic-models coursera-specialization natural-language-processing

Created 2022-09-16

21 commits to main branch, last one 2 years ago

Probability_Theory weijie-chen

25

47

mit

2

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

statistics mathematics probability econometrics probability-theory probabilistic-models probability-distribution

Created 2020-06-24

32 commits to master branch, last one 3 years ago

treeffuser blei-lab

4

42

mit

4

Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion models.

trees lightgbm diffusions prediction tabular-data diffusion-models gradient-boosting heteroscedasticity flexible-prediction probabilistic-models probabilistic-prediction

Created 2024-02-07

701 commits to main branch, last one about a month ago

gluformer mrsergazinov

7

35

unknown

2

The official implementation of the paper "Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification."

calibration time-series transformer glucose-monitoring glucose-prediction probabilistic-models uncertainty-quantification

Created 2021-11-18

54 commits to master branch, last one 2 years ago

axis SRSWTI

4

32

mit

0

AI eXplainable Inference & Search. Open Sourcing on-premise, ultra-fast latency intelligence to all.

llm nlp inference deep-learning search-engine machine-learning probabilistic-models software-engineering statistical-inference artificial-intelligence

Created 2025-02-14

11 commits to main branch, last one about a month ago