Posts

• Dec 9, 2024 at 08:03:00

  KL divergence between two full-rank Gaussians in PyTorch

  math/probability | dev/pytorch
• Nov 10, 2024 at 06:53:06

  vim/nvim 中文分词插件 jieba.vim

  editor/vim
• Aug 27, 2024 at 11:03:07

  Conditioning of the variational posterior in CVAE (Sohn, 2015)

  math/probability | machine learning/bayesian
• Aug 9, 2024 at 11:00:44

  Effect of gamma in BN-VAE

  machine learning/bayesian
• Aug 9, 2024 at 09:03:39

  Lower bound of KL divergence between any density and Gaussian

  math/probability
• Jul 6, 2024 at 01:51:59

  Compute accuracy from F1 score

  machine learning
• Jun 13, 2024 at 14:46:53

  Leverage Ollama in iTerm2 AI integration

  os/macOS
• May 17, 2024 at 03:21:31

  Learn Bayesian Logistic regression from imbalanced data

  machine learning/bayesian
• Feb 26, 2024 at 10:57:01

  A simple numerical method to compute matrix inversion

  math/linear algebra
• Feb 11, 2024 at 08:52:41

  Piecewise quadratic approximation of sigmoid(z) (1-sigmoid(z))

  math/approximation
• Feb 4, 2024 at 09:31:26

  Host Python packages with Jekyll on GitHub Pages

  dev/python
• Feb 1, 2024 at 03:22:51

  使用 matplotlib 制作用于 macOS 的渐变色桌面

  os/macOS | misc | dev/python
• Jan 26, 2024 at 04:14:34

  An attempt to build fully differentiable alternative of (non-negative) matching pursuit algorithm for solving L0-sparsity dictionary learning

  machine learning/dictionary learning
• Jan 5, 2024 at 09:04:32

  Assert variable types in numba

  dev/python
• Nov 28, 2023 at 11:55:37

  Estimate the head probability of a coin

  math/probability
• Nov 3, 2023 at 08:03:17

  Maximum a posteriori estimation of the covariance in Gaussian Mixture models

  math/probability
• Oct 6, 2023 at 08:43:30

  Dimensionality reduction by SVD

  math/linear algebra
• Oct 4, 2023 at 07:36:32

  Estimate the expectation of the function of a random variable

  math/probability
• Sep 24, 2023 at 08:54:32

  Verify permutation equivalence of Multi-Head Attention in PyTorch

  dev/pytorch | machine learning
• Sep 10, 2023 at 08:49:00

  Make use of openmp via cython on macOS

  dev/cython
• Aug 5, 2023 at 10:54:12

  The dual of the dual of a QP is itself

  math/linear algebra
• Aug 5, 2023 at 08:08:26

  How to compute the intercept of C-SVM in primal and dual formulations

  machine learning/svm
• Jul 5, 2023 at 07:57:59

  在 WLAN 下从另一台计算机连接到 WSL2 中的 Jupyter Notebook

  dev/network
• Jul 5, 2023 at 04:59:03

  从另一台计算机 SSH 连接到 WSL2 服务器

  dev/network
• Apr 26, 2023 at 10:12:07

  如何尽可能快地确定宝可梦属性

  misc
• Mar 27, 2023 at 06:26:05

  必胜客餐厅隐藏福利 -- 苏打水

  misc
• Mar 5, 2023 at 07:54:00

  Learn Applescript for Beginners

  dev/applescript
• Aug 31, 2022 at 11:48:35

  Variational Autoencoder training trick

  machine learning
• Aug 9, 2022 at 08:24:19

  Notes on building Cython using setup.py

  dev/python | dev/cython
• Jul 24, 2022 at 10:20:49

  Set up GitHub Pages on macOS

  misc
• Jul 24, 2022 at 04:20:10

  Read HDF5 file from C++

  dev/c++
• Jun 2, 2022 at 08:55:34

  使用Cython在Python和C++间互传大小事先未知的numpy数组

  dev/python | dev/c++ | dev/cython
• May 26, 2022 at 14:19:31

  使用Cython为Python开发C++扩展

  dev/python | dev/c++
• May 24, 2022 at 12:09:10

  如何不通过iTunes将Mac上的音乐同步到iPad

  os/ios | os/macOS
• May 18, 2022 at 15:02:51

  python cannot import name 'sysconfig' from 'distutils'

  dev/python | os/ubuntu
• Feb 17, 2022 at 11:07:47

  Python Tox 使用笔记

  dev/python
• Feb 13, 2022 at 14:25:18

  使用抽象语法树ast统计哪些Python包与模块被导入了

  dev/python
• Feb 11, 2022 at 06:27:19

  如何在Python中对齐中英文混排字符串

  dev/python
• Feb 5, 2022 at 10:49:30

  像BSD ls 一样中英文混排字符串(Python3)

  dev/python
• May 22, 2020 at 18:24:21

  PyTorch crop images differentially

  dev/pytorch | math/linear algebra
• Jul 20, 2017 at 09:50:56

  MATLAB R2011b 神经网络工具箱注意事项

  dev/matlab
• Apr 23, 2017 at 16:29:35

  被截短的随机分布与原分布的关系

  math/probability
• Dec 27, 2016 at 07:23:04

  Apache Ant 扩展教程

  dev/java
• Sep 2, 2016 at 16:26:30

  使用Java API通过DTD方式验证XML

  dev/java
• May 1, 2016 at 02:11:59

  银行家算法结束条件的合理性证明

  algorithm
• Mar 25, 2016 at 15:33:31

  用TCL（工具命令语言）管理Tornado (for VxWorks) 可启动工程

  dev/tcl

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