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35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task b…
Demonstration of various hardware effects.
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
A temporary repository hosting a pomegranate re-write using PyTorch as the backend.
Shared data types for building collaborative software
Hidden physics models: Machine learning of nonlinear partial differential equations
A library for building finite difference simulations
Chrome Extension with shortcuts for playing songs in Spotify web player
A complete computer science study plan to become a software engineer.
Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video
A Python package for barycentric rational and polynomial interpolation and approximation.
SG⁺⁺ – the numerical library for Sparse Grids in all their variants.
A 3D electromagnetic FDTD simulator written in Python with optional GPU support
Community builds of Visual Studio Code for Chromebooks and Raspberry Pi
In this challenge we have given a directed social graph, and we have to predict missing links to recommend users (Link Prediction in graph)
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Easy, OpenMP style multiprocessing for Python on Unix.
Statistical Rethinking with PyTorch and Pyro
Fast, flexible and easy to use probabilistic modelling in Python.
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Implementing Bayes by Backprop
We use a modified neural network instead of Gaussian process for Bayesian optimization.
Seminars DeepBayes Summer School 2018
Presentations from H2O meetups & conferences by the H2O.ai team