10 Weeks, 20 Lessons, Data Science for All!

The fastai book, published as Jupyter Notebooks

StableLM: Stability AI Language Models

Natural Language Processing Tutorial for Deep Learning Researchers

YSDA course in Natural Language Processing

The 3rd edition of course.fast.ai

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Deep Learning tutorials in jupyter notebooks.

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well …

EPFL Course - Optimization for Machine Learning - CS-439

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencode…

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

Pytorch implementation of Augmented Neural ODEs 🌻

Starting kit for the NeurIPS 2023 unlearning challenge

Explaining the Math of how neural networks learn

Fusing Histology and Genomics via Deep Learning - IEEE TMI

Web scrapping and related analytics using Python tools

Multi Label text classification using bert

Material and note of the course of Applied ML in Python

Applying NLP transfer learning techniques to predict Tweet stance toward a topic

Notebook for accessing local webcam within Google Colab on Images and Videos. Basic tutorial running face detection on webcam image and video.

Neural Ordinary Differential Equation

Multi-class with imbalanced dataset classification