This repository contains demos I made with the Transformers library by HuggingFace.

Use R for Fun

FMA: A Dataset For Music Analysis

A topic-centric list of HQ open datasets.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Brief introduction of ecommerce tool including life time value (LTV), net promoter score (NPS) and cohort analysis table.

Starter code for Stanford CS224n default final project on SQuAD 2.0

Tutorials for DataCamp (www.datacamp.com)

PageRank in as many ways as possible...because I can and it's fun!

Course notes for CS228: Probabilistic Graphical Models.

Extension of luigi.Task more suitable for reproducable data analysis workflows

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Every thing related to data structure and algorithms.

Learn about the workflow using Intel® Distribution of OpenVINO™ toolkit to accelerate vision, automatic speech recognition, natural language processing, recommendation systems and many other applic…

Random Walks for Recommender Systems

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Finding the genre of a song with Deep Learning

😎 Curated list of awesome lists

Introduction to geospatial in R - Duke University

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)