When working with Speech-to-Text (STT) systems, the most common way to quantify transcription quality is through CER (Character Error Rate) and WER (Word Error Rate). This post explains what CER/WE...
[Chirpy Blog] How to Split Projects into Individual Pages
Recently, I refactored the “Projects” tab of my GitHub blog using the Chirpy theme to make each project its own standalone page instead of displaying all projects in one long scroll. This tutorial ...
Applying early_stopping in LightGBM
Applying early_stopping in LightGBM When using LightGBM, attempting to pass early_stopping_rounds directly to the train() function may result in the following error: TypeError: train() got an ...
Resolving XGBoost Installation Issues on M1 Mac with Conda Virtual Environment !
If you’re working on an M1 Mac and trying to run XGBoost within a Conda virtual environment, you may encounter issues like libxgboost.dylib failing to load due to missing dependencies such as OpenM...
How to add a Conda environment as a kernel in Jupyter Notebook
Activate Environment conda activate (env_name) Install ipykernel pip instll ipykernel Add the Environment as a Jupyter Kernel python -m ipykernel install --user --name (env_name) --display-name (en...