In this post, I am going to share my understanding in Bayesian Optimization. Bayesian Optimization is closely related Gaussian Process, a probabilistic model explained in details in a textbook called “Gaussian Processes for Machine Learning” [1]. In the following, “p. ” will refer to a specific page in [1] where the content comes from. First, let’s dive into the …
Continue reading “My understanding in Bayesian Optimization”
In this post, I am going to walk through an online piece of code [7] which implements the idea of [1]: using pointer network [2] to solve travelling salesman problem. Pointer networks, in my understanding, are neural network architectures for the problems where output sequences come from the permutation of input sequences. Some background posts …
Continue reading “Combinatorial Optimization using Pointer Network (Code Walkthrough)”
The error “GLIBC_2.xx not found” is usually seen when someone installs tensorflow on a relatively outdated machine. Solution Install Conda. Details 1. download MiniConda: https://conda.io/miniconda.html 2. install it: chmod +x Miniconda3-latest-Linux-x86_64.sh ./Miniconda3-latest-Linux-x86_64.sh 3. create a new environment: conda create -n myenv python=3.6 4. activate it source activate myenv 5. install tensorflow using conda (within the environment myenv) …
Continue reading “GLIBC_2.xx not found while installing tensorflow”