liblaf/cherries

🍒 Experiment tracking and automation for Python projects

Language: Python - Size: 1.06 MB - Last synced at: 30 minutes ago - Pushed at: about 1 hour ago - Stars: 0 - Forks: 0

actualwitch/experiment

🔬 Experiment is a professional-grade chat interface for Large Language Models (LLMs) designed for developers, prompt engineers, and AI researchers. It provides a streamlined environment for working with Anthropic, OpenAI, and Mistral models, with powerful debugging tools for prompt engineering and tool integration.

Language: TypeScript - Size: 18.8 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 10 - Forks: 1

mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Language: Python - Size: 84.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,516 - Forks: 262

kedro-org/kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Language: Python - Size: 231 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 10,276 - Forks: 937

tamohannes/urartu

🦁 An open-source NLP framework that offers high-level wrappers designed for effortless launch, enhanced reproducibility, superior control, and unmatched flexibility for your experiments.

Language: Python - Size: 162 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 10 - Forks: 0

aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Language: Python - Size: 62.3 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 5,504 - Forks: 341

kedro-org/kedro-viz

Visualise your Kedro data and machine-learning pipelines and track your experiments.

Language: JavaScript - Size: 92.9 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 707 - Forks: 114

amakelov/mandala

A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python

Language: Jupyter Notebook - Size: 3.51 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 522 - Forks: 14

Oxid15/cascade

Lightweight and modular MLOps library targeted at small teams or individuals

Language: Python - Size: 44.6 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 22 - Forks: 1

Blinorot/pytorch_project_template

PyTorch Template for DL projects

Language: Python - Size: 461 KB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 85 - Forks: 14

layerai-archive/sdk 📦

Metadata store for Production ML

Language: Python - Size: 2.22 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 6

outerport/paramit

Parameterize Python scripts/notebooks all from the command line and run on cloud GPUs

Language: Python - Size: 4.18 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 98 - Forks: 12

lumo-tech/lumo

More light-weight pytorch experiment management library!

Language: Python - Size: 7.71 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 65 - Forks: 9

TUM-DAML/seml

SEML: Slurm Experiment Management Library

Language: Python - Size: 1.51 MB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 180 - Forks: 31

nyanp/nyaggle

Code for Kaggle and Offline Competitions

Language: Python - Size: 695 KB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 293 - Forks: 29

soundsensing/mlflow-easyauth

Deploy MLflow with HTTP basic authentication using Docker

Language: Shell - Size: 30.3 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 103 - Forks: 27

suhaibmukhtar/StudentPerformancePrediction

End-to-End Machine Learning project with MLOps, including data ingestion, transformation, model training, and experiment tracking using MLflow. Features modular design, logging, custom exception handling, and deployment to AWS EC2 for real-time predictions.

Language: Jupyter Notebook - Size: 8.09 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 2 - Forks: 0

ar-bansal/squid-ml

A no-boilerplate, ease-to-use AI/ML experiment tracker.

Language: Python - Size: 98.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

scicloj/scicloj.ml

A Clojure machine learning library

Language: Clojure - Size: 5.08 MB - Last synced at: 14 days ago - Pushed at: 5 months ago - Stars: 225 - Forks: 16

G-Research/fasttrackml

Experiment tracking server focused on speed and scalability

Language: Go - Size: 5.4 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 104 - Forks: 20

akinwilson/kmlflow

Integrated, scalable and fault-tolerant ML engineering, research and operations platform for personal, production or decentralised use.

Language: Python - Size: 8.85 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

burning-river/housing_price_predictions

predicting house prices in Ames, Iowa

Language: Jupyter Notebook - Size: 6.67 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

voxel51/fiftyone_mlflow_plugin

Track model training experiments with MLflow and FiftyOne!

Language: Python - Size: 149 KB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

agentos-project/agentos

The Python Component System (PCS) is an API and CLI for building, running, and sharing Python code. AgentOS is a set of libraries built on top of PCS that make it easy to build, run, and share agents that use Reinforcement Learning.

Language: Python - Size: 12.5 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 5

KorneevRV/DS_template_infrastructure

Репозиторий со скриптами для запуска контейнеров c MinIO, MLflow, DevBox, создание репозитория по шаблону и подключения его к MinIO c DVC и MLflow.

Language: Makefile - Size: 300 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

m-team-kit/mlflow-auth-gui

A web application that provides a Web GUI to the MLflow Authentication API

Language: TypeScript - Size: 1.27 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

leonardoLavagna/PyTorch-Notebooks 📦

A series of notebooks to familiarize with some important data processing and analysis pipelines based on PyTorch

Language: Jupyter Notebook - Size: 5.48 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

ambideXtrous9/Logo-Recognition-App-MLOps

Logo Recognition App MLOps

Language: Python - Size: 37.1 KB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

SayamAlt/Airline-Passenger-Satisfaction-Classification

Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.

Language: Jupyter Notebook - Size: 53.5 MB - Last synced at: 16 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

LaurenzBeck/Skald

📟 a simple and efficient experiment logger for Python 🐍

Language: Python - Size: 1.96 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

PiotrGrabysz/PitchGeometry

Detect keypoints at a football pitch

Language: Jupyter Notebook - Size: 44 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0

sitamgithub-MSIT/MalDetect

A Deep Learning application for Malaria Detection

Language: Jupyter Notebook - Size: 52.1 MB - Last synced at: 30 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

AnkitaMungalpara/HyperParameterTuning-ExperimentTracking

Language: Python - Size: 449 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

cubyc-dev/cubyc

Python’s delightfully modular experiment tracker for MLOps

Language: Python - Size: 131 KB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 21 - Forks: 1

Md-Emon-Hasan/MLFlow-Basic

Covers essential features like model tracking, versioning, and experiment, providing a foundation for efficient ML project lifecycle management.

Language: Python - Size: 6.18 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

cloudera/CML_AMP_MLFlow_Tracking

Experiment tracking with MLFlow.

Language: Python - Size: 251 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 14

curiousily/Reproducible-ML-with-DVC

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

Language: Python - Size: 92.8 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 6

coretex-ai/coretexpylib

Python library for programatic interaction with Coretex experiment tracking and orchestration server.

Language: Python - Size: 7.71 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 7 - Forks: 8

otzslayer/hpo-using-optuna-mlflow

A repository that contains an example for hpo using Optuna and MLflow

Language: Python - Size: 94.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 77

ZCalkins/Model-Performance-and-Tuning-Analysis-on-CIFAR

Model performance and tuning analysis conducted on the CIFAR10 and CIFAR100 datasets. Convolutional Neural Network (CNN), Gated Multilayer Perceptron (gMLP), and Vision Transformer (ViT) model architectures are utilized. The study is built using PyTorch, PyTorch Lightning for clean and concise code and Optuna for hyperparameter tuning.

Language: Python - Size: 432 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Abhi0323/BMI-Prediction-with-MLflow-DagsHub

This project applies machine learning models to predict BMI categories based on individual physical attributes, utilizing MLflow for experiment tracking and model management, with integration into DagsHub for collaborative data science workflows. It showcases the power of MLflow in enhancing model lifecycle management and reproducibility.

Language: Python - Size: 20.5 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

neptune-ai/project-images-segmentation

Experiment tracking and model registry in the images segmentation project

Language: Jupyter Notebook - Size: 30.7 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

tsenst/lightning-experiments-logger

A SageMaker Experiment logger class for PyTorch Lightning

Language: Python - Size: 2.98 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

manoharpalanisamy/MLFlow-Basic-Operation

Automating machine learning experiment tracking with MLFlow on AWS and Dagshub.

Language: Python - Size: 15.6 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

sanggusti/wandb-mlops

A project of Semantic Segmentations Modelling over Cityscape Datasets that incorporating Workflows, Experiment Tracking, Pipeline and testing

Language: Python - Size: 112 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Nerdward/Mlops_project

An end to end ML project. Using MLflow for experiment tracking and model registry. Prefect for workflow orchestration. S3 for artifacts storage. AWS Lambda/ ECR for serverless model serving. AWS REST API gateway as endpoint to lambda function. GitHub Actions for CI/CD.

Language: Jupyter Notebook - Size: 695 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 2

UETAILab/uetai

Custom ML tracking experiment and debugging tools.

Language: Python - Size: 2.78 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 1

SunilGolden/DermatoAI-ISIC2018

Skin Lesion Classifier using the ISIC 2018 Task 3 Dataset.

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dcondrey/mlu

MLU is a modular ML toolkit resembling lodash, streamlining from data prep to deployment with chainable utility functions. It enhances ML workflows, seamlessly integrates with top frameworks, and supports efficient data handling and model evaluation. Open-source, MLU welcomes contributions to foster innovation and efficiency in the ML community.

Language: Python - Size: 39.1 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

machine-learning-apps/wandb-action 📦

GitHub Action That Retrieves Model Runs From Weights & Biases

Language: Python - Size: 115 KB - Last synced at: 20 days ago - Pushed at: about 3 years ago - Stars: 60 - Forks: 6

BecayeSoft/Machine-Learning

Deep learning, machine learning marvels, and language sorcery in one repository :)

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

kryvokhyzha/experiment-tracking-clearml

This repository contains the example of ClearML usage.

Language: Python - Size: 91.8 KB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

d-lowl/bunny-party

A demonstration of how DVC and MLFlow can be used in the task of data relabeling

Language: Python - Size: 25.1 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

Ezzaldin97/Batch-Serving-ML-Pipeline

create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools

Language: Python - Size: 1.67 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1

Rishikesh-Jadhav/Pytorch-Practice-Projects

This repository contains my PyTorch practice notebooks

Language: Jupyter Notebook - Size: 4.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rupeshghimire7/Learning-Pytorch-ZeroToMastery

Learning Pytorch from learnpytorch.io, implementing on datasets.

Language: Jupyter Notebook - Size: 58 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Gianatmaja/WhizML

A reusable codebase for fast data science and machine learning experimentation, integrating various open-source tools to support automatic EDA, ML models experimentation and tracking, model inference, model explainability, bias, and data drift analysis.

Language: Python - Size: 59.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Gianatmaja/Early-Fault-Detection-System

A proof-of-concept for the implementation of an early fault detection system in oil wells, designed to enhance operational efficiency and reduce costs.

Language: Python - Size: 4.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DagsHub/open-source-experiment-tracking

A repository that holds machine learning projects that uses MLflow for experiment tracking

Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hdt94/dtc-mlops-project

Rides service (duration prediction)

Language: Python - Size: 527 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

nasserboan/mlflow-pydata-talk

PyData BSB code exploring and demonstrating the MLFlow projects functionality and how to used for experiment and run tracking.

Language: Jupyter Notebook - Size: 67 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

phueb/Ludwig

Submit Python jobs to workers at the UIUC Language & Learning Lab

Language: Python - Size: 561 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

ManthanShettigar/mlops_Zoomcamp_2023

mlops zoomcamp 2023 solutions

Language: Jupyter Notebook - Size: 98.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

JakobLS/mlops-credit-risk

MLOps for deploying a Credit Risk model

Language: HTML - Size: 8.03 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

mdernovoi/data-analysis-platform

A powerful and versatile data analysis platform infrastructure framework designed to help data analysts of every kind achieve reproducibility and streamline their workflows. It is entirely technology agnostic, making it suitable for any tool or language.

Language: Jinja - Size: 243 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 2

hectorLop/Wandb-MV

Model versioning using Weight&Biases with Python.

Language: Python - Size: 86.9 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

roma-glushko/morty

🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

Language: Python - Size: 1000 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

CengizhanYurdakul/Training-with-NeptuneAI-Optuna

Hyperparameter optimization with Optuna and experiment tracking with NeptuneAI.

Language: Python - Size: 1.16 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

neptune-ai/project-nlp 📦

Experiment tracking and model registry in the NLP project

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

neptune-ai/automation-pipelines

Language: Python - Size: 60.5 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 6

OElesin/modeldb-aws

Verta ai ModelDB on AWS Cloud with integration into Amazon SageMaker for ML training data versioning and experiment tracking

Language: TypeScript - Size: 392 KB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

pytholic/ClearML

Testing and implementations with ClearML

Language: Python - Size: 5.78 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tnwei/mlflow-docker

Plug and play MLflow experiment tracking with Minio artifact store

Language: Shell - Size: 6.84 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

Vevesta/VevestaX

2 Lines of code to track ML experiments + EDA + check into Github

Language: Jupyter Notebook - Size: 2.45 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 8

NewronAI/newron-sdk

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

Language: Python - Size: 1.11 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4

JoAmps/Lead_conversion_prediction_for_a_mobile_app_company

Predicting if a lead would convert on an app, deployed using fastapi, with streamlit as frontend via CI/CD using GitHub Actions, and containerised using Docker

Language: Jupyter Notebook - Size: 51 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

facultyai/mlflow-faculty

Faculty platform plugin for MLflow

Language: Python - Size: 253 KB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 3

neptune-ai/project-scientific-data

Tabular data experiment tracking with Neptune

Language: Python - Size: 5.11 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JoAmps/bert-based-health-and-Fitness-sentiment-system

Train and build a sentiment model using pytorch for fitness apps using Bert, dockerized and container deployed to the cloud(AWS)

Language: Jupyter Notebook - Size: 8.61 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ogemarques/matlab-experiment-manager-skin-lesion-classification

Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer learning.

Size: 581 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

instabaines/MLOps

collection of codes for MLOps training

Language: Python - Size: 12.3 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

neptune-ai/awesome-experiment-tracking

List of experiment tracking resources and tools

Size: 2.93 KB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

mattragoza/param_search

Manage machine learning experiments on a computer cluster

Language: Jupyter Notebook - Size: 253 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

MIC-DKFZ/cmdint

CmdInterface enables detailed logging of command line and python experiments in a very lightweight manner (coding wise). It wraps your command line or python function calls in a few lines of python code and logs everything you might need to reproduce the experiment later on or to simply check what you did a couple of years ago.

Language: Python - Size: 182 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 1

evalldor/pystematic

Lightweight python experiment tracker.

Language: Python - Size: 296 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

neptune-ai/tour-tf-keras

Source code for project with tour-tf-keras.

Language: Python - Size: 8.79 KB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

neptune-ai/tour-scikit-learn

Example project with scikit-learn and neptune.

Language: Python - Size: 3.91 KB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

JarnoRFB/pydata_berlin_sacred

Lightning Talk about sacred at PyData Berlin

Language: Jupyter Notebook - Size: 166 KB - Last synced at: 10 days ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 2

bilelomrani1/wandb-workspace

A simple workspace to work with Weights & Biases, with automatic CSV dataframe generation

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

goodok/composed-trackers

ML tracker adapters

Language: Python - Size: 1 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0