A course on aligning smol models.

A comprehensive guide to building RAG-based LLM applications for production.

Fine-Tuning LLM and embedding models

The official PyTorch implementation of the paper "Human Motion Diffusion Model"

📛 Fuzzy Name Matching with Machine Learning

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Parse markdown article, download images and replace image URL's to local paths

🐳 Elastic Stack (ELK) on Docker, with preconfigured Security, Tools, Self-Monitoring, and Prometheus Metrics. Up with a Single Command.

Vowpal Wabbit examples and tutorials

Unsupervised Question answering via Cloze Translation

Matplotlib 3.1 cheat sheet.

Better heatmaps in Python

A Tensorflow implementation of QANet for machine reading comprehension

Roadmap to becoming a web developer in 2019

TensorFlow code and pre-trained models for BERT

Python implementation of TextRank for text document NLP parsing and summarization

Reading Wikipedia to Answer Open-Domain Questions

Reference models and tools for Cloud TPUs.

It is a question-generator model. It takes text and an answer as input and outputs a question.

Learning embeddings for classification, retrieval and ranking.

A library for efficient similarity search and clustering of dense vectors.

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

Efficient Augmented Reality for the Web - 60fps on mobile!

A Deploy-To-Bluemix enabled instance of Node-RED that can be forked, customised and reused.

Kaggle Criteo https://www.kaggle.com/c/criteo-display-ad-challenge