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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Anthropic's educational courses
An open-source, low-code machine learning library in Python
Flax is a neural network library for JAX that is designed for flexibility.
Tutorials and programming exercises for learning Q# and quantum computing
Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/s…
A Haskell kernel for the Jupyter project.
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
WebGL accelerated JavaScript molecular graphics library
Query data on the command line with SQL-like SELECTs powered by Python expressions
A series of top performing Text to SQL LLMs
Digital Signal Processing - Theory and Computational Examples
(Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
Felafax is building AI infra for non-NVIDIA GPUs
A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python
Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
Julia Workshop @ University of Oulu, Finnland
An OCaml javascript kernel for the IPython notebook
Algorithms for optimization of Julia expressions
Examples for Bayesian inference using DynamicHMC.jl and related packages.
A comparison of Julia and Python for medical imaging