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1. language_modeling-basics language_modeling-basics Public

   Building Transformer Language Models From Scratch with PyTorch (Following Stanford CS336)

   Python 7 1

2. ml-e2e-deploy-fastapi ml-e2e-deploy-fastapi Public

   an end-to-end ML pipeline to serve 3 finetuned models (BERT and ViT) as a REST API on AWS EC2 using Python and FastAPI

   Python

3. weighted-cpt weighted-cpt Public

   Statistical Methodology. Implementation of weighted CPT, an efficient version of conditional permutation test, in R

   R

4. cnn-numpy cnn-numpy Public

   Build a simple convolutional neural network (CNN) from scratch using NumPy

   Jupyter Notebook

5. arduino-tetris arduino-tetris Public

   One-player Tetris game on Arduino, with 8*8 led matrix and infrared receiver

   C++ 3

6. hm_personalization_recsys hm_personalization_recsys Public

   Personalized Fashion Recommendations on H&M open source datasets

   Jupyter Notebook