Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Curated list of project-based tutorials

A curated list of awesome Machine Learning frameworks, libraries and software.

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Machine Learning Engineering Open Book

Jupyter metapackage for installation and documentation

Open source code for AlphaFold 2.

Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torch, NumPy, TensorFlow/Keras https://visdom.dev

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

Deployment scripts & config for Sock Shop

Archivy is a self-hostable knowledge repository that allows you to learn and retain information in your own personal and extensible wiki.

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

Benchmark datasets, data loaders, and evaluators for graph machine learning

Another piece of your extended mind

A powerful and flexible machine learning platform for drug discovery

Numpy beginner tutorial

My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.

Log data from Watts Up? power meter

A discrete event simulator for concept analysis written in python

Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.

Geocode postcodes, addresses, LLSOAs or Constituencies using the Code Point Open database, ONS data or GMaps API