reproducibility · GitHub Topics

iterative / dvc

#效率工具集合#🦉 Data Versioning and ML Experiments

翻译 - 🦉数据版本控制|用于数据和模型的Git

数据科学机器学习 reproducibility data-version-control developer-tools 人工智能 unstructured-data

Python 14.25 k

6 天前

wandb / wandb

#计算机科学#The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

翻译 - 🔥用于可视化和跟踪机器学习实验的工具。此存储库包含CLI和Python API。

机器学习 experiment-track 深度学习 Keras Tensorflow PyTorch hyperparameter-search reinforcement-learning mlops 数据科学 collaboration hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning model-versioning ml-platform jax 人工智能

Python 9.61 k

1 天前

ashleve / lightning-hydra-template

#计算机科学#PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

pytorch-lightning project-structure configuration 深度学习 hydra template PyTorch reproducibility best-practices mlops

Python 4.49 k

7 个月前

IDSIA / sacred

#计算机科学#Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

翻译 - Sacred是可帮助您配置，组织，记录和重现IDSIA开发的实验的工具。

Python 机器学习 infrastructure reproducible-research reproducibility reproducible-science MongoDB

Python 4.29 k

4 个月前

catalyst-team / catalyst

#自然语言处理#Accelerated deep learning R&D

翻译 - 加快DL研发

深度学习 reinforcement-learning 机器学习机器视觉 PyTorch Python distributed-computing infrastructure research reproducibility 图像处理 image-classification image-segmentation object-detection 自然语言处理 text-classification information-retrieval recommender-system metric-learning

Python 3.34 k

1 年前

snakemake / snakemake

This is the development home of the workflow management system Snakemake. For general information, see

翻译 - 这是工作流管理系统Snakemake的开发所在地。有关一般信息，请参见

snakemake reproducibility workflow-management

Python 2.4 k

13 小时前

rlworkgroup / garage

A toolkit for reproducible reinforcement learning research.

reproducibility PyTorch Tensorflow

Python 1.94 k

2 年前

clementchadebec / benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

vae benchmarking comparison normalizing-flows PyTorch reproducibility reproducible-research vae-implementation variational-autoencoder vq-vae

Python 1.88 k

7 个月前

Cloud-CV / EvalAI

#计算机科学#☁️ 🚀 📊 📈 Evaluating state of the art in AI

人工智能机器学习 Django Angular Python Docker reproducible-research reproducibility evaluation challenge leaderboard angular7

Python 1.81 k

11 天前

the-nix-way / dev-templates

Dev environments for numerous languages based on Nix flakes [maintainer=@lucperkins]

Nix reproducibility

Nix 1.47 k

22 天前

MLReef / mlreef

#计算机科学#The collaboration workspace for Machine Learning

翻译 - 您在一个平台上的整个机器学习生命周期。

mlops mlops-environment 人工智能机器学习深度学习 models Tensorflow PyTorch 数据科学 mxnet reproducibility

Kotlin 1.44 k

2 年前

joedicastro / vps-comparison

A comparison between some VPS providers. It uses Ansible to perform a series of automated benchmark tests over the VPS servers that you specify. It allows the reproducibility of those tests by anyone ...

vps Ansible comparison Python hosting reproducibility transparency independence cloud

Python 1.42 k

7 年前

ropensci / drake

An R-focused pipeline toolkit for reproducibility and high-performance computing

reproducibility high-performance-computing R 数据科学 drake makefile pipeline workflow reproducible-research rstats r-package ropensci peer-reviewed

R 1.34 k

3 个月前

ddsjoberg / gtsummary

Presentation-Ready Data Summary and Analytic Result Tables

R summary-tables 统计 rstats r-package gt HTML easy-to-use summary-statistics reproducible-research reproducibility regression-models

R 1.09 k

2 天前

nix-community / dream2nix

Simplified nix packaging for various programming language ecosystems [maintainer=@DavHau]

Nix package-management reproducibility Node.js Rust Hacktoberfest

Nix 1.09 k

2 天前

toshas / torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

PyTorch 监控 Generative Adversarial Network generative-model evaluation precision reproducibility reproducible-research

Python 1.05 k

1 年前

MaurizioFD / RecSys2019_DeepLearning_Evaluation

#计算机科学#This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

翻译 - 这是我们在RecSys 2019中发表的文章的资料库，``我们真的取得了很大进展吗？对最近的神经推荐方法的担忧分析''

recommender-system recommendation-system recommendation-algorithms 深度学习 evaluation-framework 神经网络 collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization

Python 987

2 年前

ropensci / targets

Function-oriented Make-like declarative workflows for R

reproducibility high-performance-computing R 数据科学 pipeline rstats r-package workflow reproducible-research make peer-reviewed

R 971

2 天前