Renee LIN – Medium

2 days ago

The New Impressive Text-to-Music Model by Google

It is amazing but, at the same time, intimidating that AI can generate any kind of media now. Last Thursday, Google announced MusicLM and claimed it’s the best of its kind. Google is not the first one trying to build a music generation system. There are Riffusion, AudioML, Jukebox, etc…

3 min read

The New Impressive Text-to-Music Model by Google

3 min read

2 days ago

Best Midi Piano Visualizers in 2023

I think those are the best: Synthesia MuseScore Embers SeeMusic MidiVisualizer 1. Synthesia & MuseScore Visualizing midi files on a virtual piano keyboard is a method to assist piano learning. One of the most famous software in this field is Synthesia. It is still powerful and popular in 2023, but the interface is like…

Midi

3 min read

Midi

3 min read

Jan 27

From Data Analyst to Data Scientist in 2023

For most of us, breaking into the data field as a data analyst rather than a data scientist is easier. I wrote about it in this post. However, after gaining some experience, we could find a way to transit from data analyst to data scientist. This is…

Data Analysis

4 min read

From Data Analyst to Data Scientist in 2023

Data Analysis

4 min read

Jan 27

Importance Sampling, From MaxEnt Inverse Reinforcement Learning to Guided Cost Learning

As mentioned in the last post (Basic Idea of Boltzmann Distribution), MaxEnt Inverse Reinforce Learning and Guided Cost Learning(GCL) based built on Boltzmann Distribution. The difference is GCL utilize importance sampling, which enables learning in high-dimensional state and action spaces. This post is about my understanding of GCL. What is…

Reinforcement Learning

3 min read

Reinforcement Learning

3 min read

Jan 25

The Basic Idea of How Boltzmann Distribution is Used in Inverse Reinforcement Learning

I am learning Inverse Reinforcement Learning(IRL), and trying to figure out the equation it is used. The Boltzmann distribution IRL based on Boltzmann distribution 1. The Boltzmann distribution The Boltzmann distribution is a probability distribution that describes the distribution of a set of discrete states in thermodynamics. It is used to calculate the probability…

Reinforcement Learning

3 min read

Reinforcement Learning

3 min read

Jan 23

Introduction of Generative Adversarial Network(GAN)

You might not be familiar with Generative Adversarial Network (GAN), but I believe you have heard of one of these applications: “DeepFake” which can change faces in the videos, upscaling resolutions of blur images to clear ones, changing the style of one image to another, and the hot applications last…

Generative Adversarial

4 min read

Generative Adversarial

4 min read

Jan 22

Thesis Writing Sprint — Writing in the Agile Way

I read many articles, and they all suggested carefully planning your thesis and taking it as a marathon instead of a sprint. I disagree for two reasons. First, I am a very bad student and procrastinate on tasks. Writing right away rather than hesitating is the only way to get…

Academic Writing

2 min read

Thesis Writing Sprint — Writing in the Agile Way

Academic Writing

2 min read

Jan 19

I interviewed ChatGPT about ChatGPT, and here is what it says about itself

Recently I noticed many posts mentioned ChatGPT, which I am unfamiliar with. Like the DALL-E model hit the world by storm last year, now it is ChatGPT. I was curious about it and tested it. Several days ago, the website crashed and I couldn’t log in, so I tried again…

Chatgpt

3 min read

Chatgpt

3 min read

Jan 13

Beautify the PowerBI Reports

I’ve been working with PowerBI for two years now. But as the work is casual and the reports are only read by a few team members, the look is not professional, in fact, ugly. The first task this year is to make the reports look better. I studied a dashboard…

Power Bi

3 min read

Power Bi

3 min read

Jan 5

Enriching My Product Catalog on Etsy

Finally, it’s the holiday, so I have time to enrich my products on Etsy. Here is the process. Deciding specific product type Looking for free models online Tweak those models if necessary 1. Deciding specific product type (1) Search the marketplace Here are the top search terms of my shop from the Etsy 2022 review…

Startup

4 min read

Startup

4 min read