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stanfordmlgroup/ngboost

A Python library for natural gradient boosting, a powerful technique for probabilistic prediction.

1.8K
Stable
Python
ML Ops
ML Frameworks
Python
#gradient-boosting#machine-learning#natural-gradients

probcomp/Gen.jl

A general-purpose probabilistic programming system for building AI and ML applications.

1.8K
Stable
Julia
Machine Learning
Robotics
Julia
#bayesian#computer-vision#deep-learning

LuChengTHU/dpm-solver

Official code for a fast ODE solver for diffusion probabilistic model sampling in 10 steps

1.8K
Archived
Python
Diffusion Models
ML Ops
Python
#diffusion-models#score-based-generative-models#stable-diffusion

ali-vilab/dreamtalk

Official implementation of a paper on expressive talking head generation using diffusion models.

1.8K
Archived
Python
Computer Vision
AI Image & Video
Python
#talking-head#video-generation#diffusion-models

xavier-zy/Awesome-pytorch-list-CNVersion

A curated list of awesome PyTorch libraries, models, and tutorials in Chinese translation.

1.8K
Archived
Jupyter Notebook
Computer Vision
Natural Language Processing
PyTorch
#awesome-list#computer-vision#deep-learning

RedisBloom/RedisBloom

RedisBloom is a Redis module that provides probabilistic data structures like Bloom filters for efficient data storage and querying.

1.8K
Active
C
Caching
Redis
#redis#bloom-filter#probabilistic-data-structures

ExtensityAI/symbolicai

A neurosymbolic perspective on large language models for AI-powered coding and development

1.7K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#large-language-models#neurosymbolic-ai#probabilistic-programming

tylertreat/BoomFilters

Performant probabilistic data structures for processing continuous, unbounded streams in Go.

1.6K
Stable
Go
Caching
CLI Tools
#bloom-filter#count-min-sketch#cuckoo-filter

scverse/scvi-tools

A Python library for deep probabilistic analysis of single-cell and spatial omics data.

1.6K
Active
Python
Computer Vision
Databases
Python
#single-cell-genomics#variational-autoencoder#deep-learning

probml/pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave

1.6K
Archived
HTML
Matlab
#matlab#probabilistic-modeling#toolkit

dfm/emcee

An ensemble sampling toolkit for affine-invariant Markov Chain Monte Carlo (MCMC) in Python.

1.6K
Active
Python
Inference
Caching
#mcmc#probabilistic-modeling#data-analysis

google/uncertainty-baselines

High-quality implementations of standard and state-of-the-art methods for Bayesian and probabilistic machine learning.

1.6K
Active
Python
ML Ops
Fine-tuning
TensorFlow
#bayesian-methods#probabilistic-programming#data-science

time-series-foundation-models/lag-llama

A Python library for probabilistic time series forecasting using large language models like LLaMA.

1.6K
Experimental
Python
LLM Frameworks
Time Series
Python
#forecasting#time-series#transformers

skforecast/skforecast

A comprehensive Python library for time series forecasting using machine learning models.

1.5K
Active
Python
ML Ops
Databases
Python
#time-series#forecasting#machine-learning

zalandoresearch/pytorch-ts

A PyTorch-based probabilistic time series forecasting framework with advanced models like DeepAR, LSTNet, and N-BEATS.

1.4K
Archived
Python
Time Series
API Frameworks
PyTorch
#time-series-forecasting#probabilistic-models#deep-learning

pptacher/probabilistic_robotics

A C++ library for solving exercises in the book 'Probabilistic Robotics' for autonomous vehicle and robotics development.

1.3K
Archived
C++
Robotics
API Frameworks
#robotics#autonomous-vehicles#bayesian-inference

tum-pbs/pbdl-book

Physics-based Deep Learning Book v0.3 - a comprehensive resource for AI developers

1.3K
Stable
Jupyter Notebook
React
#deep-learning#artificial-intelligence#physics-based

ToniRV/NeRF-SLAM

NeRF-SLAM: Real-time dense monocular SLAM with neural radiance fields and probabilistic volumetric fusion.

1.3K
Archived
Python
Computer Vision
API Frameworks
Python
#nerf#slam#computer-vision

shivammehta25/Matcha-TTS

Matcha-TTS is a fast and efficient text-to-speech (TTS) architecture using a conditional flow matching approach.

1.3K
Active
Jupyter Notebook
AI Voice & Speech
Diffusion Models
Jupyter Notebook
#text-to-speech#tts#diffusion-model

jaanli/variational-autoencoder

Variational autoencoder implementation in TensorFlow and PyTorch, including inverse autoregressive flow.

1.2K
Archived
Python
Deep Learning
Probabilistic Graphical Models
TensorFlow
#variational-autoencoder#autoregressive-networks#unsupervised-learning
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