VincentGranville / MainLinks
Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..
☆99Updated last year
Alternatives and similar repositories for Main
Users that are interested in Main are comparing it to the libraries listed below
Sorting:
- Statistical optimization for AI and machine learning☆61Updated last year
- Material related to my book Intuitive Machine Learning. Some of this material is also featured in my new book Synthetic Data and Generati…☆123Updated 6 months ago
- My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeratio…☆46Updated 11 months ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆104Updated 2 years ago
- This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A …☆53Updated 3 years ago
- Includes material (code + description) that I turned into notebooks☆51Updated 2 years ago
- Open source Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in PyTorch, OpenCV (compiled for G…☆88Updated 2 years ago
- Official repository for the book Time Series Forecasting with Foundation Models☆45Updated 2 weeks ago
- Interpretable ML with Python, 2E - published by Packt☆105Updated last month
- ☆79Updated 3 months ago
- Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)☆197Updated 2 months ago
- Python Feature Engineering Cookbook, Third Edition, published by Packt☆65Updated last week
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆44Updated 4 months ago
- Mastering NLP from Foundations to LLMs, Published by Packt☆116Updated last week
- Visualizations for machine learning, high dimensional data, including creation of MP4 videos and animated Gifs in Python.☆32Updated 2 years ago
- Forecasting: Principles and Practice☆61Updated 4 years ago
- Test LLMs automatically with Giskard and CI/CD☆31Updated last year
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆129Updated last year
- Adding timestamps to NumFOCUS and PyData YouTube videos!☆104Updated 3 years ago
- An repository containing all the LLM notebooks with tutorial and projects☆132Updated last week
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆169Updated last year
- Official syllabus for AIPI 503 - Python Bootcamp for Data and AI☆50Updated last year
- Wave height prediction for the Huntington beach in California, USA.☆62Updated last year
- Repo where I recreate some popular machine learning models from scratch in Python☆122Updated 10 months ago
- Code for the new Manning book on machine learning on tabular datasets☆61Updated last month
- Debugging Machine Learning Models with Python, published by Packt☆61Updated last week
- Machine Learning for Streaming Data with Python, published by Packt☆73Updated last week
- ☆55Updated last year
- Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expect…☆45Updated last year
- Demo on how to use Prefect with Docker☆27Updated 3 years ago