dsar

followers

following

stars

Zurich

Dimitris's starred repositories

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.032652 475 18195

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Language:PythonApache-2.017615 474 987

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

MIT14367 533 15

horovod

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

Language:PythonNOASSERTION14106 335 2238

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

Language:PythonMIT11777 331 102

optuna

A hyperparameter optimization framework

Language:PythonMIT10350 115 1661

docs

TensorFlow documentation

Language:Jupyter NotebookApache-2.06089 2220

dlaicourse

Notebooks for learning deep learning

Language:Jupyter Notebook5661 241 70

cuml

cuML - RAPIDS Machine Learning Library

Language:C++Apache-2.04104 70 2444

RecBole

A unified, comprehensive and efficient recommendation library

Language:PythonMIT3299 39 955

daily-coding-problem

Solutions to problems sent by dailycodingproblem.com

Language:PythonMIT175600

awesome-seml

A curated list of articles that cover the software engineering best practices for building machine learning applications.

CC0-1.01216 450

nbstripout

strip output from Jupyter and IPython notebooks

Language:PythonNOASSERTION1184 8 128

SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Language:PythonNOASSERTION1053 42 532

dask-ml

Scalable Machine Learning with Dask

Language:PythonBSD-3-Clause888 40 484

torpy

Pure python Tor client implementation

Language:PythonApache-2.0394 12 46

lale

Library for Semi-Automated Data Science

Language:PythonApache-2.0326 23 62

joblib-spark

Joblib Apache Spark Backend

Language:PythonApache-2.0242 9 29

tabline.vim

Configure tabs within Terminal Vim

Language:Vim Script233 7 8

ConfigSpace

Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.

Language:PythonNOASSERTION197 9 215

Sublime-Wrap-Plus

Enhanced "wrap lines" command for Sublime Text 2 or 3.

Language:PythonMIT196 8 60

RecBole2.0

An up-to-date, comprehensive and flexible recommendation library

aaai-template

latex template for various conferences, as well as wise-man's overleaf (overleaf is terrible!)

Language:TeX163 4 4

RecBole-GNN

Efficient and extensible GNNs enhanced recommender library based on RecBole.

Language:PythonMIT163 9 38

oboe

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

Language:PythonBSD-3-Clause82 12 8

pgx-samples

Applications using Parallel Graph AnalytiX (PGX) from Oracle Labs

Language:Jupyter NotebookNOASSERTION46 10 9

CleanML

A Benchmark for Joint Data Cleaning and Machine Learning

Language:Python43 4 1

CheatSheet

My cheat sheets.

xgboost

Scalable, Portable and Distributed Gradient Boosting

Language:C++Apache-2.027 20

Algorithm-Selection-for-Classification-Problems-via-Cluster-based-Meta-features

Algorithm Selection for Classification Problems via Cluster-based Meta-features (E-STaR 2017 and Continued Work)

Language:PythonMIT4 20