pvk-developer

Plamen Valentinov Kolev's starred repositories

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

MIT26132 928 24

SDV

Synthetic data generation for tabular data

Language:PythonNOASSERTION2178 42 1209

cadmus

A GUI frontend for @werman's Pulse Audio real-time noise suppression plugin

Language:PythonGPL-3.02093 36 73

covidpass

Web app for adding EU Digital COVID Certificates to your wallet apps

Language:TypeScriptMIT1186 19 98

CTGAN

Conditional GAN for generating synthetic tabular data.

Language:PythonNOASSERTION1166 21 205

ATM

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).

Language:PythonMIT523 58 89

Copulas

A library to model multivariate data using copulas.

Language:PythonNOASSERTION519 22 186

SteganoGAN

SteganoGAN is a tool for creating steganographic images using adversarial training.

Language:PythonMIT286 19 53

TGAN

Generative adversarial training for generating synthetic tabular data.

Language:PythonMIT271 27 60

SDMetrics

Metrics to evaluate quality and efficacy of synthetic datasets.

Language:PythonMIT197 13 262

BTB

A simple, extensible library for developing AutoML systems

Language:PythonMIT170 23 116

MLBlocks

A library for composing end-to-end tunable machine learning pipelines.

Language:PythonMIT112 14 73

RDT

A library of Reversible Data Transforms

Language:PythonNOASSERTION110 17 364

MLPrimitives

Primitives for machine learning and data science.

Language:PythonMIT69 14 149

Draco

State space and deep generative models for time series.

Language:Jupyter NotebookMIT52 9 23

AutoBazaar

AutoBazaar: An AutoML System from the Machine Learning Bazaar

Language:PythonMIT30 7 11

piex

Pipeline Explorer - Explore and analyze millions of pipelines learned using MLBlocks and MLPrimitives.

Language:Jupyter NotebookMIT17 6 6

mit-d3m

MIT tools to work with datasets in the D3M format.

Language:PythonMIT8 7 10

mit-d3m-ta2

MIT's TA2 System

Language:PythonMIT8 7 14

IntXeger

Generate unique strings from regular expressions.

Language:PythonMIT500

smapy

Simple Modular APIs in Python

Language:PythonMIT5 3 15

repolockr

🔒 Lock files from being modified in pull requests

Language:TypeScriptISC2 1 2

trello-github-sync

Synchronize Github Issues, Pull Requests and Milestones as Trello cards.

Language:PythonMIT2 30

BTB

Bayesian Tuning and Bandits: a simple, extensible library for developing AutoML systems.

Language:PythonMIT2 30

Orion

An auto machine learning library for detecting anomalies in telemetry data from satellites.

Language:Jupyter NotebookMIT1 10