Home

• Quick Link to my MEDIUM Publication Page

Contents

1. Dimensionality Reduction

• A Practical Guide to Principal Component Analysis (PCA)

2. Machine Learning Libraries

• How to install Tensorflow in Windows

3. Deep Learning

• Demo for Continuing Training with Checkpoints (in PyTorch)
• Implementing CutMix Augmentation

4. Software Development

• Python Type Hinting
• A PEP8 Tool for Kaggle and Colab

5. Kaggle Notebooks!

• Inference Kernel for Kaggle “Deepfake Detection Competition” (Competition Silver)
• Statistical Distances: Mahalanobis, Bhattacharyya, and KL-Divergence
• Training in Parts by Loading Model States
• PyCaret Examples: A Lightweight AutoML Package
• Faster RCNN: Intorduction to Global Wheat Detection Competition
• Auto Modeling in HuggingFace
• HuggingFace Tokenizer CheatSheet
• COVID Data Analysis Using LGBM in R
• Submission in Kaggle using Externally Trained Model