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Python Data Science Handbook: full text in Jupyter Notebooks
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
The fastai book, published as Jupyter Notebooks
Learn OpenCV : C++ and Python Examples
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
A collection of various deep learning architectures, models, and tips
TensorFlow Tutorials with YouTube Videos
Automatic extraction of relevant features from time series:
A collection of pre-trained, state-of-the-art models in the ONNX format
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Beaker Extensions for Jupyter Notebook
Python implementation of KNN and DTW classification algorithm
Methods to get the probability of a changepoint in a time series.
Demos, examples and utilities using PyMuPDF
Production Data Science: a workflow for collaborative data science aimed at production
A Bokeh project developed for learning and teaching Bokeh interactive plotting!
CardIO is a library for data science research of heart signals
Project which implements extraction of data from scatter plots
Tutorial on change detection in time series data
Knowledge graph construction and RAG demo using Diffbot and Neo4j
Supports de formation Deep Learning (diapos et exercices pratiques)
PyDy tutorial materials for MASB 2014, PYCON 2014, and SciPy 2014/2015.
Open source, no-code, network visualization tool for graph analysis and investigation
Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle various Generative AI use cases with LLM's by simply plugging componants like Lego pieces. This repo is intended for IBM Eco…