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STYLIANOS IORDANIS's Projects

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

fastai-1 icon fastai-1

I will implement Fastai in each projects present in this repository.

fastai-docker icon fastai-docker

Fast.AI course complete docker container for Paperspace and Gradient

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

fastai1 icon fastai1

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

fastaiutil icon fastaiutil

Utilities for the excellent FastAI library (Training NNs in pyTorch)

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

fastapi-1 icon fastapi-1

Microservice creation and Machine Learning Model Deployment using FastAPI

fastapi-template icon fastapi-template

Complete Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as API framework.

fastbayes icon fastbayes

A Haskell library for Bayesian modeling algorithms that are fast(er than general-purpose sampling).

fastbuildings icon fastbuildings

Modelica library allowing low-order grey-box modelling of buildings for model predictive controllers (MPC) or aggregators.

fastcore icon fastcore

Python supercharged for the fastai library

fastdoc icon fastdoc

Create publication-quality books from Jupyter notebooks

fastdot icon fastdot

A simple wrapper over `pydot` and `graphviz` which fixes some sharp edges

fastdup icon fastdup

FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similaritity, learn the normal behavior and temporal interactions between images. It can be used for smart subsampling of a higher quality dataset, outlier removal, novelty detection of new information to be sent for tagging. FastDup scales to millions of images running on CPU only.

faster icon faster

Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.

fasterai icon fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

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