probabilistic-models

#计算机科学#Bayesian inference with probabilistic programming.

#计算机科学#Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

Code for modelling estimated deaths and cases for COVID19.

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

#自然语言处理#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...

#时序数据库#Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

#计算机科学#Machine Learning library for the web and Node.

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

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

#计算机科学#Sample code for the Model-Based Machine Learning book.

#计算机科学#Collection of probabilistic models and inference algorithms

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

#计算机科学#GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation [IJCV2023]

Simulate realistic trajectory data seen through sporadic reporting

Visual Inertial Odometry (VIO) / Simultaneous Localization & Mapping (SLAM) using iSAM2 framework from the GTSAM library.

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Materials of the Nordic Probabilistic AI School 2019.

A repository for generative models

Multi-Touch Attribution

#自然语言处理#Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2