This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
Updated 2025-04-01 23:32:26 +03:00
Accurately calculate the number of tokens for a string/file/folder
Updated 2025-02-05 17:15:56 +03:00
codes for Internet of Things
Updated 2024-11-17 00:37:39 +03:00
A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
python
hacktoberfest
awesome
awesome-list
jupyter-notebook
opensource
jupyter
hacktoberfest2023
jupyterlab
naas
notebooks-templates
templates
Updated 2024-05-28 02:00:18 +03:00
Hands-On Graph Neural Networks Using Python, published by Packt
Updated 2024-01-18 22:36:05 +03:00
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Updated 2023-10-11 20:04:55 +03:00
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
python
algorithmic-trading
quantitative-finance
finance
portfolio-optimization
efficient-frontier
financial-analysis
investing
covariance
investment-analysis
portfolio-management
investment
Updated 2022-11-27 18:02:41 +03:00
Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)
Updated 2022-05-11 23:09:25 +03:00
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
python
tutorials
earthengine
geospatial
gis
google-earth-engine
notebook
notebook-jupyter
remote-sensing
earth-engine
Updated 2022-05-07 18:24:50 +03:00
All new Data science and deep learning frameworks notebook tutorials.
python
machine-learning
deep-learning
computer-vision
python3
jupyter-notebook
python-library
datascience
Updated 2022-04-24 02:56:42 +03:00
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
python
development
programming
web
webapp
interview-practice
interview-questions
web-application
design-system
design
design-patterns
system
interview
Updated 2022-02-20 22:36:45 +03:00
nlp
machine-learning
snippets
pytorch
google-colab
nlp-machine-learning
notebooks
python-snippets
transformer
Updated 2021-10-04 01:29:04 +03:00
Updated 2021-09-19 23:04:45 +03:00
Updated 2021-07-27 01:28:49 +03:00
Updated 2021-05-23 02:19:13 +03:00