Repository Index

Instructional notebooks on music information retrieval.

• ipython-notebook
• music-information-retrieval
• python
• machine-learning

CatBoost tutorials repository

• catboost
• tutorials
• ipython-notebook
• ipython

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

• seq2seq
• tensorflow
• tensorflow-tutorials
• python

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

full guide to help you integrate AI in your workflow, for both beginners and experienced users

• ai
• ai-agent
• ai-agents
• ai-coding

Data Hacking Project

A series of machine learning tutorials for Torch7

How to build useful, profitable apps in 2026. Clone it and point your coding agent at AGENTS.md.

Growing the code out of your notebooks - the right way.

Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.

Tips and tricks for getting through on-call

Un tutorial Docker en español. Basado en el libro Docker Cookbook de O'reilly

• docker
• tutorial
• spanish
• espanol

🚂✋📖 - Learn the choo framework through a set of exercises

• choo
• workshop
• tutorial
• handbook

TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab

The AudioKit Playground Book for iPad Playgrounds and Xcode Playgrounds

How to build an analytics agent that gets your business numbers right: metrics from your analysts' SQL, a golden set of real questions, improvement loops

How to create a Cartoonizer Android app with TensorFlow Lite models.

• tensorflow-lite
• tflite
• computer-vision
• gans

tutorials made for biologists to learn deep learning

• biologists
• keras
• deeplearning
• deep-learning

A beginner's cookbook for the FFmpeg command-line video and audio editing tool

• command-line
• cookbook
• ffmepg

Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.

• big-data
• bigdata
• spark
• spark-sql

How to create Selfie2Anime from tflite model to Android.

• tensorflow-lite
• selfie2anime
• gans
• android

Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.

• stft
• hanning-window
• laplace-transform
• fft

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