MLflow alternatives and similar packages

Based on the "Machine Learning" category.
Alternatively, view MLflow alternatives based on common mentions on social networks and blogs.

• scikit-learn

  10.0 9.9 L3 MLflow VS scikit-learn

  scikit-learn: machine learning in Python
  scikit-learn logo

• tensorflow

  10.0 10.0 L1 MLflow VS tensorflow

  An Open Source Machine Learning Framework for Everyone
  tensorflow logo

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• Keras

  9.9 9.8 L2 MLflow VS Keras

  Deep Learning for humans
  keras-team logo

• gym

  9.8 0.0 MLflow VS gym

  A toolkit for developing and comparing reinforcement learning algorithms.
  openai logo

• MindsDB

  9.7 9.9 MLflow VS MindsDB

  Federated Query Engine for AI - The only MCP Server you'll ever need
  mindsdb logo

• xgboost

  9.7 9.6 L1 MLflow VS xgboost

  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
  dmlc logo

• dspy

  9.6 9.8 MLflow VS dspy

  DSPy: The framework for programming—not prompting—language models
  stanfordnlp logo

• PaddlePaddle

  9.6 10.0 L1 MLflow VS PaddlePaddle

  PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
  PaddlePaddle logo

• Prophet

  9.5 6.2 MLflow VS Prophet

  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
  facebook logo

• CNTK

  9.5 0.0 L1 MLflow VS CNTK

  Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
  microsoft logo

• gensim

  9.4 7.9 L3 MLflow VS gensim

  Topic Modelling for Humans
  piskvorky logo

• TFLearn

  9.0 0.0 L3 MLflow VS TFLearn

  Deep learning library featuring a higher-level API for TensorFlow.
  tflearn logo

• NuPIC

  8.8 0.0 L3 MLflow VS NuPIC

  DISCONTINUED. Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
  numenta logo

• H2O

  8.7 8.7 MLflow VS H2O

  H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
  h2oai logo

• Pyro.ai

  8.6 7.0 MLflow VS Pyro.ai

  Deep universal probabilistic programming with Python and PyTorch
  pyro-ppl logo

• Surprise

  8.4 0.0 L4 MLflow VS Surprise

  A Python scikit for building and analyzing recommender systems
  NicolasHug logo

• srez

  8.3 0.0 L5 MLflow VS srez

  DISCONTINUED. Image super-resolution through deep learning

• LightFM

  7.9 0.0 L4 MLflow VS LightFM

  A Python implementation of LightFM, a hybrid recommendation algorithm.
  lyst logo

• Atomic Agents

  7.9 9.5 MLflow VS Atomic Agents

  Building AI agents, atomically
  BrainBlend-AI logo

• Pylearn2

  7.7 0.0 L2 MLflow VS Pylearn2

  Warning: This project does not have any current developer. See bellow.
  lisa-lab logo

• skflow

  7.6 1.3 L4 MLflow VS skflow

  DISCONTINUED. Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
  tensorflow logo

• Sacred

  7.5 3.1 MLflow VS Sacred

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

• PyBrain

  7.4 0.0 L4 MLflow VS PyBrain

  Another Python Machine Learning Library.
  pybrain logo

• Clairvoyant

  7.0 2.1 L3 MLflow VS Clairvoyant

  Software designed to identify and monitor social/historical cues for short term stock movement
  anfederico logo

• garak, LLM vulnerability scanner

  6.3 9.8 MLflow VS garak, LLM vulnerability scanner

  DISCONTINUED. the LLM vulnerability scanner [Moved to: https://github.com/NVIDIA/garak]
  leondz logo

• karateclub

  6.2 6.7 MLflow VS karateclub

  Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
  benedekrozemberczki logo

• Metrics

  6.1 0.0 MLflow VS Metrics

  Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
  benhamner logo

• python-recsys

  6.0 0.0 L4 MLflow VS python-recsys

  A python library for implementing a recommender system
  ocelma logo

• awesome-embedding-models

  5.9 0.0 MLflow VS awesome-embedding-models

  A curated list of awesome embedding models tutorials, projects and communities.
  Hironsan logo

• pydeep

  5.8 0.0 L3 MLflow VS pydeep

  Deep learning in Python
  andersbll logo

• Crab

  5.5 0.0 L2 MLflow VS Crab

  Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib).
  muricoca logo

• hebel

  5.0 0.0 L2 MLflow VS hebel

  GPU-Accelerated Deep Learning Library in Python
  hannes-brt logo

• seqeval

  4.8 2.6 MLflow VS seqeval

  A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
  chakki-works logo

• Xorbits

  4.7 2.7 MLflow VS Xorbits

  Scalable Python DS & ML, in an API compatible & lightning fast way.
  xorbitsai logo

• adaptive

  4.6 4.8 MLflow VS adaptive

  :chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
  python-adaptive logo

• TrueSkill, the video game rating system

  4.3 1.4 MLflow VS TrueSkill, the video game rating system

  An implementation of the TrueSkill rating system for Python
  sublee logo

• SciKit-Learn Laboratory

  3.9 4.3 MLflow VS SciKit-Learn Laboratory

  SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
  EducationalTestingService logo

• Robocorp Action Server

  3.9 7.5 MLflow VS Robocorp Action Server

  Create 🐍 Python AI Actions and 🤖 Automations, and deploy & operate them anywhere
  robocorp logo

• pdpipe

  3.9 7.0 MLflow VS pdpipe

  Easy pipelines for pandas DataFrames.
  pdpipe logo

• rwa

  3.8 0.0 L5 MLflow VS rwa

  Machine Learning on Sequential Data Using a Recurrent Weighted Average
  jostmey logo

• nptyping

  3.6 0.0 MLflow VS nptyping

  💡 Type hints for Numpy and Pandas
  ramonhagenaars logo

• Feature Forge

  3.5 0.0 L4 MLflow VS Feature Forge

  A set of tools for creating and testing machine learning features, with a scikit-learn compatible API
  machinalis logo

• Data Flow Facilitator for Machine Learning (dffml)

  3.3 9.3 MLflow VS Data Flow Facilitator for Machine Learning (dffml)

  DISCONTINUED. The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.
  intel logo

• brew

  3.2 0.0 L4 MLflow VS brew

  DISCONTINUED. Multiple Classifier Systems and Ensemble Learning Library in Python.

• bodywork

  3.1 0.0 MLflow VS bodywork

  DISCONTINUED. ML pipeline orchestration and model deployments on Kubernetes.
  bodywork-ml logo

• openskill.py

  2.9 7.3 MLflow VS openskill.py

  Multiplayer Rating System. No Friction.
  vivekjoshy logo

• OptaPy

  2.9 5.5 MLflow VS OptaPy

  OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
  optapy logo

• redframes

  2.8 1.4 MLflow VS redframes

  General Purpose Data Manipulation Library
  maxhumber logo

• MLP Classifier

  2.8 0.0 L4 MLflow VS MLP Classifier

  A handwritten multilayer perceptron classifer using numpy.
  meetvora logo

• vowpal_porpoise

  2.6 0.0 L3 MLflow VS vowpal_porpoise

  lightweight python wrapper for vowpal wabbit
  josephreisinger logo

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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