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Projects powered by Lightning

Over 1200 open source projects are powered by Lightning. Browse through some of these brilliant projects the community has created.

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Intel Labs
NLP Architect- library for DL topologies and NLP optimizations
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Facebook Reasearch
fast MRI
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NVIDIA
NeMo- conversational AI toolkit
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ML flow
Open source platform for the machine learning lifecycle
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ML tooling
Web-based development environment for ML
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Anand Krishnamoorthy
VAE Library of over 18+ VAE flavors
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AllenAI
Longformer- a BERT-like model for long documents.
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Andrey Erlemar
FasterRCNN object detection + Hydra
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Philipp Henzler
NeuralTexture (CVPR)
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Magic Leap
Atlas: End-to-End 3D Scene Reconstruction from Posed Images
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Ryan Wongsa
Image Inpainting using Partial Convolutions
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bhiziroglu
Siamese Nets for One-shot Image Recognition
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Nate Raw
HuggingFace transformers text classification
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Tushar Jain
Transformers Question Answering (SQuAD)
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Julius Berner
Contextual Emotion Detection (DoubleDistilBert)
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MindsLab AI
Cotatron: Transcription-Guided Speech Encoder
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Three Springs Technology
Speech Transformers
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Three Springs Technology
Recurrent Attentive Neural Process
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Untitled AI
Self-Supervised Representation Learning (MoCo and BYOL)
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Kaushal Trivedi
Fast BERT
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Diff Eq ML
torchdyn- A PyTorch based library for all things neural differential equations
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Max Woolf
aitextgen- tool for text-based AI training and generation using OpenAI's GPT-2
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Erik Wijmans
Pointnet2/ Pointnet++ PyTorch implementation
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akirasosa
Real-Time Semantic Segmentation in Mobile device
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Pariente Manuel
Asteroid- The PyTorch-based audio source separation toolkit for researchers.
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Microsoft
FastFormers - highly efficient transformer models for NLU
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bhoov
exBERT- A Visual Analysis Tool to Explore Learned Representations in Transformers Models
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Jan Beitner
PyTorch Forecasting- Time series forecasting with PyTorch
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Hazy Research
Butterfly matrix multiplication in PyTorch
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unitary AI
Detoxify- Toxic Comment Classification with Pytorch Lightning and Transformers
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