Repository Index

15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.

Tutorial material on the scientific Python ecosystem

:sunglasses: A curated list of robotics libraries and software

• robotics-libraries
• multibody-dynamics
• simulation
• robotics

A curated list of awesome tools for SQLAlchemy

• python
• sqlalchemy
• rdbms
• databases

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..

• templates
• opensource
• naas
• notebooks-templates

Rated, auto-refreshed list of decompiled, recompiled & reverse-engineered games: decomps, static recomps, source ports, engine remakes, browser ports.

• awesome
• awesome-list
• decompilation
• game-preservation

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

• ai
• fairness-ai
• fairness
• fairness-testing

TranslatedCovers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning

• gpu-programming
• llm
• nlp
• rl

TranslatedCAPTCHA recognition

• captcha-breaking
• keras-tutorials
• deep-learning
• keras

Algorithms for explaining machine learning models

• machine-learning
• explanations
• interpretability
• counterfactual

:book: Material Design implemented in QtQuick

A curated list of awesome MySQL software, libraries, tools and resources

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 79 installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.

• ai-video
• awesome
• bytedance
• prompt-engineering

A collection of research papers on decision, classification and regression trees with implementations.

• decision-tree
• decision-tree-classifier
• gradient-boosting
• gradient-boosting-machine

A curated list of community detection research papers with implementations.

• graph-clustering
• network-clustering
• clustering
• dimensionality-reduction

This is intended to be a repo containing all of the official AWS Serverless architecture patterns built with CDK for developers to use. All patterns come in Typescript and Python with the exported CloudFormation also included.

• serverless
• cdk
• aws
• lambda-functions

Flaskr: Intro to Flask, Test-Driven Development (TDD), and JavaScript

• python
• flask
• tdd
• javascript

Implementing a Neural Network from Scratch

Handout for the tutorial "Creating publication-quality figures with matplotlib"

A curated list of image inpainting and video inpainting papers and resources

• image-inpainting
• face-completion
• video-inpainting
• paper-list

A curated list of awesome loosely performance related JVM stuff. Inspired by awesome-python.

Curated tools, case studies and papers for reverse engineering websites, games, apps, binaries, firmware and protocols. Source-reviewed, English and Chinese.

• agent-skills
• ai-agents
• awesome-list
• ghidra