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The Top 23 Python Deep Learning Metrics Open Source Projects

Open source projects categorized as Python Deep Learning Metrics
Categories > Machine Learning > Deep Learning
Categories > Operations > Metrics
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43most recent commit 3 months agopypi supervision} Downloads
Deep_sort ⭐ 4,882
Simple Online Realtime Tracking with a Deep Association Metric
most recent commit 4 months ago
Ignite ⭐ 4,409
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 49total releases 1,469most recent commit 3 months agopypi pytorch-ignite} Downloads
Perceptualsimilarity ⭐ 3,134
LPIPS metric. pip install lpips
dependent packages 28total releases 5most recent commit 4 months agopypi lpips} Downloads
Pytorch Nlp ⭐ 2,180
Basic Utilities for PyTorch Natural Language Processing (NLP)
dependent packages 10total releases 19most recent commit 10 months agopypi pytorch-nlp} Downloads
Torchmetrics ⭐ 1,913
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
dependent packages 277total releases 48most recent commit 7 days agopypi torchmetrics} Downloads
Hiddenlayer ⭐ 1,750
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 7total releases 3most recent commit 3 months agopypi hiddenlayer} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6most recent commit 3 months agopypi avalanche-lib} Downloads
Liquid_time_constant_networks ⭐ 964
Code Repository for Liquid Time-Constant Networks (LTCs)
most recent commit 8 months ago
Disentangling Vae ⭐ 668
Experiments for understanding disentanglement in VAE latent representations
most recent commit a year ago
Elegy ⭐ 430
A High Level API for Deep Learning in JAX
total releases 33most recent commit a year ago
Laneatt ⭐ 418
Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)
most recent commit 2 years ago
Kaggle Imaterialist ⭐ 406
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
most recent commit 4 years ago
Deep Metric Learning Baselines ⭐ 330
PyTorch Implementation for Deep Metric Learning Pipelines
most recent commit 4 years ago
Neural Pipeline ⭐ 314
Neural networks training pipeline based on PyTorch
total releases 19most recent commit 4 years ago
Rexmex ⭐ 269
A general purpose recommender metrics library for fair evaluation.
dependent packages 2total releases 19most recent commit 8 months agopypi rexmex} Downloads
Revisiting_deep_metric_learning_pytorch ⭐ 217
(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.
most recent commit 3 years ago
Magnetloss Pytorch ⭐ 213
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
most recent commit 6 years ago
Perceptualimageerror ⭐ 182
A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).
most recent commit 4 months ago
Mindpark ⭐ 166
Testbed for deep reinforcement learning
most recent commit 7 years ago
Deep_metric_learning ⭐ 148
Deep metric learning methods implemented in Chainer
most recent commit 6 years ago
Hdml ⭐ 141
Implementation of Hardness-Aware Deep Metric Learning (CVPR 2019 Oral) in Tensorflow.
most recent commit 4 years ago
Tensordash ⭐ 139
TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.
total releases 16most recent commit 3 years ago
The 10 Most Depended On Python Deep Learning Metrics Open Source Projects
Torchmetrics ⭐ 1,913
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
dependent packages 277total releases 48latest release December 01, 2023most recent commit 7 days agopypi torchmetrics} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Ignite ⭐ 4,409
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 49total releases 1,469latest release December 10, 2023most recent commit 3 months agopypi pytorch-ignite} Downloads
Perceptualsimilarity ⭐ 3,134
LPIPS metric. pip install lpips
dependent packages 28total releases 5latest release August 25, 2021most recent commit 4 months agopypi lpips} Downloads
Pytorch Nlp ⭐ 2,180
Basic Utilities for PyTorch Natural Language Processing (NLP)
dependent packages 10total releases 19latest release November 04, 2019most recent commit 10 months agopypi pytorch-nlp} Downloads
Hiddenlayer ⭐ 1,750
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 7total releases 3latest release April 24, 2020most recent commit 3 months agopypi hiddenlayer} Downloads
Rexmex ⭐ 269
A general purpose recommender metrics library for fair evaluation.
dependent packages 2total releases 19latest release January 10, 2023most recent commit 8 months agopypi rexmex} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Alchemy ⭐ 50
Experiments logging & visualization
dependent packages 1total releases 12latest release March 21, 2020most recent commit 3 years agopypi alchemy-catalyst} Downloads
Deep_sort_realtime ⭐ 61
A really more real-time adaptation of deep sort
dependent packages 1total releases 6latest release August 24, 2022most recent commit a year agopypi deep-sort-realtime} Downloads
The 10 Latest Releases In Python Deep Learning Metrics Open Source Projects
Ignite ⭐ 4,409
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 49total releases 1,469latest release December 10, 2023most recent commit 3 months agopypi pytorch-ignite} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Torchmetrics ⭐ 1,913
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
dependent packages 277total releases 48latest release December 01, 2023most recent commit 7 days agopypi torchmetrics} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Rexmex ⭐ 269
A general purpose recommender metrics library for fair evaluation.
dependent packages 2total releases 19latest release January 10, 2023most recent commit 8 months agopypi rexmex} Downloads
Deep_sort_realtime ⭐ 61
A really more real-time adaptation of deep sort
dependent packages 1total releases 6latest release August 24, 2022most recent commit a year agopypi deep-sort-realtime} Downloads
Elegy ⭐ 430
A High Level API for Deep Learning in JAX
total releases 33latest release April 22, 2022most recent commit a year ago
Pymia ⭐ 47
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis
total releases 10latest release February 25, 2022most recent commit 2 years ago
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