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DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Github repo with tutorials to fine tune transformers for diff NLP tasks
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…
Road traffic simulator and signals optimizer in CoffeeScript & HTML5
A curated list of awesome Machine Learning frameworks, libraries and software.
A game theoretic approach to explain the output of any machine learning model.
p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. It is based on the core principles of Proces…
A serializable note sequence representation and utilities.
A Pytorch implementation of Onsets and Frames (Hawthorne 2018)
The fastai book, published as Jupyter Notebooks
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Magenta: Music and Art Generation with Machine Intelligence
General Assembly's Data Science course in Washington, DC
Python Backtesting library for trading strategies
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collec…
A repot for collecting our work and notes on All of Statistics
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
CodeQL: the libraries and queries that power security researchers around the world, as well as code scanning in GitHub Advanced Security
A Node JS module to read music files from iRealPro.
An open-source framework for making universal native apps with React. Expo runs on Android, iOS, and the web.