persiyanov

persiyanov's Stars

• interpretml/interpret

  Fit interpretable models. Explain blackbox machine learning.

  Language:C++6.4k743

• mercari/ml-system-design-pattern

  System design patterns for machine learning

  2.6k285

• davidtvs/pytorch-lr-finder

  A learning rate range test implementation in PyTorch

  Language:Python952122

• eatsleepraverepeat/reMUDE

  (re)Implementation of Learning Multi-level Dependencies for Robust Word Recognition

  Language:Python17

• great-expectations/great_expectations

  Always know what to expect from your data.

  Language:Python10.3k1.6k

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python295k49.1k

• nitrain/nitrain

  Train AI models efficiently on medical images using any framework

  Language:Python1.9k301

• plasma-umass/scalene

  Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

  Language:Python12.6k406

• spotify/chartify

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

  Language:Python3.6k333

• jamalsenouci/causalimpact

  Python port of CausalImpact R library

  Language:Jupyter Notebook28465

• pypa/flit

  Simplified packaging of Python modules

  Language:Python2.2k141

• python-poetry/poetry

  Python packaging and dependency management made easy

  Language:Python32.9k2.3k

• kelseyhightower/kubernetes-the-hard-way

  Bootstrap Kubernetes the hard way. No scripts.

  43.2k14.6k

• UniversalDataTool/universal-data-tool

  Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

  Language:JavaScript2k192

• dask/dask

  Parallel computing with task scheduling

  Language:Python13.1k1.8k

• skorch-dev/skorch

  A scikit-learn compatible neural network library that wraps PyTorch

  Language:Jupyter Notebook6k396

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python29.2k3.5k

• optuna/optuna

  A hyperparameter optimization framework

  Language:Python11.7k1.1k

• kaz-Anova/StackNet

  StackNet is a computational, scalable and analytical Meta modelling framework

  Language:Java1.3k343

• h2oai/pystacknet

  Language:Jupyter Notebook28875

• ydataai/ydata-profiling

  1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

  Language:Python12.8k1.7k

• KevinMusgrave/pytorch-metric-learning

  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

  Language:Python6.1k659

• nteract/papermill

  📚 Parameterize, execute, and analyze notebooks

  Language:Python6.1k437

• ludwig-ai/ludwig

  Low-code framework for building custom LLMs, neural networks, and other AI models

  Language:Python11.4k1.2k

• IDSIA/sacred

  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

  Language:Python4.3k382

• huggingface/tokenizers

  💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

  Language:Rust9.6k870

• amundsen-io/amundsen

  Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

  Language:Python4.5k971

• Netflix/metaflow

  Build, Manage and Deploy AI/ML Systems

  Language:Python8.7k824

• wwrechard/pydlm

  A python library for Bayesian time series modeling

  Language:Python48398

• feast-dev/feast

  The Open Source Feature Store for AI/ML

  Language:Python5.9k1.1k