gperakis

Perakis Giorgos's starred repositories

KeyBERT

Minimal keyword extraction with BERT

Language:PythonMIT333900

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Language:PythonMIT581700

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

Language:PythonMIT690900

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

Language:PythonApache-2.0190300

pycaret

An open-source, low-code machine learning library in Python

Language:Jupyter NotebookMIT867600

tsExtract

Time series feature extraction for Supervised Learning Modeling

Language:PythonGPL-2.04500

darts

A python library for user-friendly forecasting and anomaly detection on time series.

Language:PythonApache-2.0760500

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION8051600

missingno

Missing data visualization module for Python.

Language:PythonMIT386500

zenml

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

Language:PythonApache-2.0383000

SPTAG

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

Language:C++MIT474900

upliftml

UpliftML: A Python Package for Scalable Uplift Modeling

Language:PythonApache-2.031300

learn-deep-learning

AI Summer's complete catalog of articles

Language:Jupyter Notebook10800

greykite

A flexible, intuitive and fast forecasting library

Language:PythonBSD-2-Clause180400

ML_Resources

GitHub Repo with various ML/AI/DS resources that I find useful

44700

automl

Google Brain AutoML

Language:Jupyter NotebookApache-2.0618600

flashlight

A C++ standalone library for machine learning

Language:C++MIT520900

MIScnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

Language:PythonGPL-3.039800

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.02921500

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

Language:PythonMIT114800

featuretools

An open source python library for automated feature engineering

Language:PythonBSD-3-Clause714000

AIX360

Interpretability and explainability of data and machine learning models

Language:PythonApache-2.0156800

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

Language:C++Apache-2.0415700

google-research

Google Research

Language:Jupyter NotebookApache-2.03346000

compare-mt

A tool for holistic analysis of language generations systems

Language:PythonBSD-3-Clause46600

DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Language:PythonApache-2.0218400

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

Language:PythonApache-2.0744500

orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Language:PythonNOASSERTION183300

sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

Language:PythonBSD-3-Clause59500

Python

All Algorithms implemented in Python

Language:PythonMIT18228900