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18337

18.337 - Parallel Computing and Scientific Machine Learning

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

aiexperiments-ai-duet

A piano that responds to you.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

chatbot-hackathon

data-engineering-zoomcamp

Free Data Engineering course!

deepfibretracking

Development and evaluation of different approaches for fibre tracking of diffusion weighted MRI data.

fastui-chat

A minimalistic ChatBot Interface in pure python.

freia

Framework for Easily Invertible Architectures

gan-tutorial

Hands-on tutorial to get started with Generative Adversarial Networks (GANs)

gisaxs-reconstruction

Simulation-based inference for GISAXS data

gorilla

Gorilla: An API store for LLMs

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

infrasoundanalysis

Frequency analysis of pressure sensor data (MPXV5004) to recognise infrasound.

intraoperativefunctionalimaging

jesse

An advanced crypto trading bot written in Python

keras-convautoencoder

Keras autoencoders (convolutional/fcc) [proof of concept]

labs-astro-teaching

learn2track

Research work about learning to do tracking.

lit-wp-lit-gated

mega-doodles-pack

🔥 Big vector pack with hand-drawn doodles for presentations, social media, blog posts and so on

mridrivenheatsimulation

Repository for ScaFES

multi-agent-ppo

multivar_horner

python package implementing a multivariate horner scheme for efficiently evaluating multivariate polynomials

neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

neural_decoding

A python package that includes many methods for decoding neural activity

neuralsolvers

Neural network based solvers for partial differential equations.

neuroimaging

nn-svg

Publication-ready NN-architecture schematics.