dpoulopoulos

Dimitris Poulopoulos's starred repositories

deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

Language:PythonGPL-3.048400

feast

The Open Source Feature Store for Machine Learning

Language:PythonApache-2.0552300

arxivist

This browser extension reorders the listings at arXiv.org based on your browsing history

Language:JavaScriptMIT3500

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

Language:Jupyter NotebookApache-2.0108400

trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Language:PythonMIT21900

delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

Language:PythonAGPL-3.022000

bpr

Bayesian Personalized Ranking

Language:Python21200

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

Language:Jupyter NotebookApache-2.0191500

horovod

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

Language:PythonNOASSERTION1419000

pwc

This repository is no longer maintained.

1539800

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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 ;)

Language:Jupyter NotebookMIT2671500

hub

A library for transfer learning by reusing parts of TensorFlow models.

Language:PythonApache-2.0346700

chartify

Python library that makes it easy for data scientists to create charts.

Language:PythonApache-2.0352600

Algojammer

An experimental code editor for writing algorithms

Language:C++Apache-2.0291500

petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

Language:PythonApache-2.0178500