26 results found Sort:

TuringLang
Turing.jl TuringLang
215
2.0k
mit
49
Bayesian inference with probabilistic programming.
hmc mcmc turing 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
3,361 commits to master branch, last one a day ago
ImperialCollegeLondon
covid19model ImperialCollegeLondon
271
944
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
79
720
mit
21
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
817 commits to main branch, last one 11 days ago
ibrahimjelliti
Deeplearning.ai-Natural-Language-Processing-Specialization ibrahimjelliti
492
709
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 2 years ago
machinelearnjs
machinelearnjs machinelearnjs
54
538
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 4 years ago
Nixtla
hierarchicalforecast Nixtla
64
535
apache-2.0
12
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
390 commits to main branch, last one 2 months ago
ivanvovk
WaveGrad ivanvovk
54
399
bsd-3-clause
17
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 3 years ago
dotnet
mbmlbook dotnet
74
280
mit
35
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
X-LANCE
VoiceFlow-TTS X-LANCE
20
254
unknown
16
[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
20 commits to main branch, last one 3 months ago
sktime
skpro sktime
42
214
bsd-3-clause
9
A unified framework for tabular probabilistic regression and probability distributions in python
ai python sklearn framework prediction regression data-science machine-learning probabilistic-models probability-distributions
Created 2017-09-11
408 commits to main branch, last one a day ago
quanvuong
handful-of-trials-pytorch quanvuong
34
183
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
Eaphan
GLENet Eaphan
7
172
apache-2.0
5
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 22 days ago
NationalSecurityAgency
fractalrabbit NationalSecurityAgency
49
141
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 2 months ago
nathanaelbosch
ProbNumDiffEq.jl nathanaelbosch
15
113
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
1,018 commits to main branch, last one 15 days ago
forestdb
forestdb.org forestdb
23
110
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
eeghor
mta eeghor
33
99
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 2 years ago
TommasoBelluzzo
PyDTMC TommasoBelluzzo
19
78
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 3 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
59
mit
3
A Python Library for Deep Probabilistic Modeling
normalizing-flows probabilistic-models sum-product-networks probabilistic-circuits
Created 2021-09-27
117 commits to main branch, last one about a year ago
kesslerlib
kessler kesslerlib
17
49
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
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 2 years ago
arranger1044
probabilistic-circuits arranger1044
7
45
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 10 months ago
FahdSeddik
DeepLearning.AI-Natural-Language-Processing-Specialization FahdSeddik
33
42
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 about a year ago
weijie-chen
Probability_Theory weijie-chen
23
40
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
37
agpl-3.0
7
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
231 commits to main branch, last one 9 months ago