27 results found Sort:

TuringLang
Turing.jl TuringLang
219
2.1k
mit
52
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
3,405 commits to master branch, last one a day ago
ImperialCollegeLondon
covid19model ImperialCollegeLondon
272
945
mit
81
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 3 years ago
lixus7
Time-Series-Works-Conferences lixus7
90
836
mit
24
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
834 commits to main branch, last one 11 days ago
ibrahimjelliti
Deeplearning.ai-Natural-Language-Processing-Specialization ibrahimjelliti
494
724
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
Nixtla
hierarchicalforecast Nixtla
77
602
apache-2.0
13
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
erm mint permbu python topdown bottomup coherent baselines middleout statistics timeseries forecasting time-series econometrics hierarchical reconciliation forecasting-models probabilistic-models hierarchical-forecast time-series-forecasting
Created 2022-06-21
421 commits to main branch, last one 5 days ago
machinelearnjs
machinelearnjs machinelearnjs
53
541
mit
15
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
805 commits to master branch, last one 5 years ago
ivanvovk
WaveGrad ivanvovk
55
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
X-LANCE
VoiceFlow-TTS X-LANCE
21
323
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 3 months ago
dotnet
mbmlbook dotnet
82
288
mit
33
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 3 years ago
Eaphan
GLENet Eaphan
12
188
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 6 months ago
quanvuong
handful-of-trials-pytorch quanvuong
34
186
unknown
4
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
NationalSecurityAgency
fractalrabbit NationalSecurityAgency
51
147
apache-2.0
17
Simulate realistic trajectory data seen through sporadic reporting
algorithm-analysis simulation-modeling probabilistic-models
Created 2018-04-04
44 commits to master branch, last one 8 months ago
nathanaelbosch
ProbNumDiffEq.jl nathanaelbosch
16
120
mit
6
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
1,038 commits to main branch, last one about a month ago
forestdb
forestdb.org forestdb
24
114
unknown
29
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
eeghor
mta eeghor
34
110
unknown
12
Multi-Touch Attribution
shapley marketing markov-model probabilistic-models
Created 2018-10-31
82 commits to master branch, last one 2 years ago
probabilisticai
probai-2021 probabilisticai
16
93
unknown
10
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
TommasoBelluzzo
PyDTMC TommasoBelluzzo
19
85
mit
4
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
857 commits to master branch, last one 9 months ago
dkanungo
Probabilistic-ML-for-finance-and-investing dkanungo
32
73
apache-2.0
5
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
capm finance trading investing epistemology npv-analysis generative-ai portfolio-theory project-management probabilistic-models aleatoric-uncertainty epistemic-uncertainty monte-carlo-simulation hamiltonian-monte-carlo ontological-information markov-chain-monte-carlo ensemble-machine-learning probabilistic-programming uncertainty-quantification maximum-likelihood-estimation
Created 2023-08-14
54 commits to main branch, last one 11 months ago
kdexd
probnmn-clevr kdexd
12
66
mit
3
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 4 years ago
deeprob-org
deeprob-kit deeprob-org
8
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 about a month ago
kesslerlib
kessler kesslerlib
17
53
gpl-3.0
5
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
253 commits to master branch, last one about a year ago
arranger1044
probabilistic-circuits arranger1044
7
49
unknown
4
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
PGM-Lab
probai-2021-pyro PGM-Lab
14
47
apache-2.0
7
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
FahdSeddik
DeepLearning.AI-Natural-Language-Processing-Specialization FahdSeddik
40
47
unknown
5
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
weijie-chen
Probability_Theory weijie-chen
24
46
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 2 years ago
pinellolab
pyrovelocity pinellolab
5
46
agpl-3.0
8
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
1,947 commits to main branch, last one 4 months ago
blei-lab
treeffuser blei-lab
4
37
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
698 commits to main branch, last one about a month ago