Канал: 徐亦达

1994中学时代自学QBASIC后写的程序: 界面和电子琴

1994中学时代自学QBASIC后写的程序: 界面和电子琴

15分钟说清楚机器学习数学原理之 MCMC原理

15分钟说清楚机器学习数学原理之 MCMC原理

ITS Introductory Lecture Demystifying Deep Learning Especially ChatGPT 230228

ITS Introductory Lecture Demystifying Deep Learning Especially ChatGPT 230228

Probabilistic Graphical Model

Probabilistic Graphical Model

Gaussian Process and RKHS

Gaussian Process and RKHS

PAC Learnable (in English) Part 1/2

PAC Learnable (in English) Part 1/2

PAC Learnable (in English) Part 2/2

PAC Learnable (in English) Part 2/2

The work of my PhD student: to obtain multiple people's poses (markless) in 3D

The work of my PhD student: to obtain multiple people's poses (markless) in 3D

Probabilities and Deep Learning 徐亦达深度学习: Noise Contrastive Estimation (1)

Probabilities and Deep Learning 徐亦达深度学习: Noise Contrastive Estimation (1)

Probabilities and Deep Learning 徐亦达深度学习: 概率与损失函数

Probabilities and Deep Learning 徐亦达深度学习: 概率与损失函数

Dirichlet Process (2018) 中国餐馆过程的采样与特性 (part 2)

Dirichlet Process (2018) 中国餐馆过程的采样与特性 (part 2)

Batch Normalization talk on Deep Learning Sydney meetup Feb 2018

Batch Normalization talk on Deep Learning Sydney meetup Feb 2018

Dirichlet Process (2018) 中国餐馆过程的采样与特性 (part 1)

Dirichlet Process (2018) 中国餐馆过程的采样与特性 (part 1)

PTZ and static camera system in my Lab

PTZ and static camera system in my Lab

Dirichlet Process (part 9)

Dirichlet Process (part 9)

Dirichlet Process (part 8)

Dirichlet Process (part 8)

Dirichlet Process (part 7)

Dirichlet Process (part 7)

Dirichlet Process (part 6)

Dirichlet Process (part 6)

Dirichlet Process (part 5)

Dirichlet Process (part 5)

Dirichlet Process (part 4)

Dirichlet Process (part 4)

Dirichlet Process demo

Dirichlet Process demo

Dirichlet Process (Part 2)

Dirichlet Process (Part 2)

Dirichlet Process (Part 1)

Dirichlet Process (Part 1)

Dirichlet Process (Part 3)

Dirichlet Process (Part 3)

particle part7

particle part7

particle part8

particle part8

Particle Filter (part 6)

Particle Filter (part 6)

Particle Filter (part 5)

Particle Filter (part 5)

Particle Filter (part 4)

Particle Filter (part 4)

Particle Filter (part 3)

Particle Filter (part 3)

Particle Filter (part 1)

Particle Filter (part 1)

Particle Filter (part 2)

Particle Filter (part 2)

Kalman Filter (part 2)

Kalman Filter (part 2)

Kalman Filter (part 6)

Kalman Filter (part 6)

Kalman Filter (part 1)

Kalman Filter (part 1)

Kalman Filter (part 4)

Kalman Filter (part 4)

Kalman Filter (part 7)

Kalman Filter (part 7)

Kalman Filter (part 3)

Kalman Filter (part 3)

Kalman Filter (part 5)

Kalman Filter (part 5)

Variational Inference Exponential Family (part 11)

Variational Inference Exponential Family (part 11)

Variational Inference Exponential Family (part 10)

Variational Inference Exponential Family (part 10)

Variational Inference Exponential Family (part 9)

Variational Inference Exponential Family (part 9)

Variational Inference Exponential Family (part 8)

Variational Inference Exponential Family (part 8)

Variational Inference Exponential Family (part 7)

Variational Inference Exponential Family (part 7)

Variational Inference Exponential Family (part 6)

Variational Inference Exponential Family (part 6)

Variational Inference Exponential Family (part 5)

Variational Inference Exponential Family (part 5)

Variational Inference Exponential Family (part 3)

Variational Inference Exponential Family (part 3)

Variational Inference Exponential Family (part 4)

Variational Inference Exponential Family (part 4)

Variational Inference Exponential Family (part 1)

Variational Inference Exponential Family (part 1)

Variational Inference Exponential Family (part 2)

Variational Inference Exponential Family (part 2)

徐亦达机器学习课程 Variational Inference for LDA (part 4)

徐亦达机器学习课程 Variational Inference for LDA (part 4)

徐亦达机器学习课程 Variational Inference for LDA (part 3)

徐亦达机器学习课程 Variational Inference for LDA (part 3)

徐亦达机器学习课程 Variational Inference for LDA (part 2)

徐亦达机器学习课程 Variational Inference for LDA (part 2)

徐亦达机器学习课程 Variational Inference for LDA (part 1)

徐亦达机器学习课程 Variational Inference for LDA (part 1)

徐亦达机器学习课程 Variational Inference Basics (part 4)

徐亦达机器学习课程 Variational Inference Basics (part 4)

徐亦达机器学习课程 Variational Inference Basics (part 6)

徐亦达机器学习课程 Variational Inference Basics (part 6)

徐亦达机器学习课程 Variational Inference Basics (part 5)

徐亦达机器学习课程 Variational Inference Basics (part 5)

徐亦达机器学习课程 Variational Inference Basics (part 3)

徐亦达机器学习课程 Variational Inference Basics (part 3)

徐亦达机器学习课程 Variational Inference Basics (part 2)

徐亦达机器学习课程 Variational Inference Basics (part 2)

徐亦达机器学习课程 Variational Inference Basics (part 1)

徐亦达机器学习课程 Variational Inference Basics (part 1)

徐亦达机器学习课程 Slice Sampling (Part 3)

徐亦达机器学习课程 Slice Sampling (Part 3)

徐亦达机器学习课程 Slice Sampling (Part 4)

徐亦达机器学习课程 Slice Sampling (Part 4)

徐亦达机器学习课程 Slice Sampling (Part 2)

徐亦达机器学习课程 Slice Sampling (Part 2)

徐亦达机器学习课程 slice sampling (part 1)

徐亦达机器学习课程 slice sampling (part 1)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 8) demo

徐亦达机器学习课程 Markov Chain Monte Carlo (part 8) demo

徐亦达机器学习课程 Markov Chain Monte Carlo (part 7)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 7)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 6)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 6)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 5)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 5)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 4)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 4)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 3)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 3)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 2)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 2)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 1)

徐亦达机器学习课程 Markov Chain Monte Carlo (part 1)

徐亦达机器学习课程 Hidden Markov Model (part 6)

徐亦达机器学习课程 Hidden Markov Model (part 6)

徐亦达机器学习课程 Hidden Markov Model (part 5)

徐亦达机器学习课程 Hidden Markov Model (part 5)

徐亦达机器学习课程 Hidden Markov Model (part 4)

徐亦达机器学习课程 Hidden Markov Model (part 4)

徐亦达机器学习课程 Hidden Markov Model (part 3)

徐亦达机器学习课程 Hidden Markov Model (part 3)

徐亦达机器学习课程 Hidden Markov Model (part 2)

徐亦达机器学习课程 Hidden Markov Model (part 2)

徐亦达机器学习课程 Hidden Markov Model (part 1)

徐亦达机器学习课程 Hidden Markov Model (part 1)

em demo

em demo

机器学习课程 Expectation Maximisation (part 7)

机器学习课程 Expectation Maximisation (part 7)

机器学习课程 Expectation Maximisation (part 6)

机器学习课程 Expectation Maximisation (part 6)

机器学习课程 Expectation Maximisation (part 5)

机器学习课程 Expectation Maximisation (part 5)

机器学习课程 Expectation Maximisation (part 1)

机器学习课程 Expectation Maximisation (part 1)

机器学习课程 Expectation Maximisation (part 3)

机器学习课程 Expectation Maximisation (part 3)

机器学习课程 Expectation Maximisation (part 2)

机器学习课程 Expectation Maximisation (part 2)

机器学习课程 Expectation Maximisation (part 4)

机器学习课程 Expectation Maximisation (part 4)