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43 repositories

graphland
Public
GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data
gfm graph graph-machine-learning gnn
Shell
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MIT License
•0•2•0•0•Updated Aug 19, 2025Aug 19, 2025
tabgraphs
Public
A benchmark of meaningful graph datasets with tabular node features
benchmark tabular-data graph-machine-learning gradient-boosting
Python
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MIT License
•2•14•0•1•Updated Aug 18, 2025Aug 18, 2025
tabm
Public
(ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling
Python
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Apache License 2.0
•48•705•1•0•Updated Aug 14, 2025Aug 14, 2025
switti
Public
(CVPR 2025) Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis
Jupyter Notebook
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Apache License 2.0
•14•193•2•0•Updated Jul 13, 2025Jul 13, 2025
madrive
Public
JavaScript
•1•4•1•0•Updated Jun 29, 2025Jun 29, 2025
swd
Public
Scale-wise Distillation of Diffusion Models
distillation diffusion-models text-to-image-generation
Apache License 2.0
•3•108•2•0•Updated Jun 20, 2025Jun 20, 2025
tabpfn-finetuning
Public
On Finetuning Tabular Foundation Models Paper Code
deep-learning tabular foundation-models tabpfn tabular-ml
Python
•1•18•1•0•Updated Jun 11, 2025Jun 11, 2025
tabred
Public
(ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
machine-learning research tabular-data benchmarks
Python
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Apache License 2.0
•5•77•1•0•Updated Jun 4, 2025Jun 4, 2025
rtdl-num-embeddings
Public
(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
python machine-learning research ai deep-learning paper pytorch artificial-intelligence neural-networks
Python
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MIT License
•38•377•0•0•Updated Apr 16, 2025Apr 16, 2025
btard
Public
Code for the paper "Secure Distributed Training at Scale" (ICML 2022)
Python
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Apache License 2.0
•1•16•0•0•Updated Feb 4, 2025Feb 4, 2025
moshpit-sgd
Public
"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
Jupyter Notebook
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Apache License 2.0
•3•29•1•0•Updated Feb 4, 2025Feb 4, 2025
rtdl
Public
Research on Tabular Deep Learning: Papers & Packages
python machine-learning research ai deep-learning neural-network tabular-data pytorch artificial-intelligence papers
Python
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Apache License 2.0
•111•1k•0•0•Updated Nov 13, 2024Nov 13, 2024
tabular-dl-tabr
Public
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
machine-learning research deep-learning paper tabular-data pytorch
Python
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MIT License
•33•301•3•0•Updated Nov 12, 2024Nov 12, 2024
rtdl-revisiting-models
Public
(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
python machine-learning research ai deep-learning paper pytorch artificial-intelligence neural-networks
Python
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Apache License 2.0
•54•274•1•1•Updated Nov 12, 2024Nov 12, 2024
specexec
Public
Python
•6•58•1•0•Updated Nov 4, 2024Nov 4, 2024
vqdm
Public
Official repository for VQDM:Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization paper
Python
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Apache License 2.0
•1•33•0•0•Updated Sep 17, 2024Sep 17, 2024
dnar
Public
The implementation of "Discrete Neural Algorithmic Reasoning"
Python
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Apache License 2.0
•1•11•0•0•Updated Sep 10, 2024Sep 10, 2024
tab-ddpm
Public
[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
ai tabular synthetic-data diffusion-models deep-learning pytorch
Python
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MIT License
•110•474•20•3•Updated Jul 13, 2024Jul 13, 2024
invertible-cd
Public
[NeurIPS'2024] Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
image-editing image-generation consistency-distillation-stable-diffusion
Python
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Apache License 2.0
•3•99•2•0•Updated Jul 4, 2024Jul 4, 2024
gan_vs_diff_sr
Public
Does Diffusion Beat GAN in Image Super Resolution?
MIT License
•0•13•1•0•Updated May 27, 2024May 27, 2024
GBDT-uncertainty
Public
Jupyter Notebook
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Apache License 2.0
•11•57•2•1•Updated May 14, 2024May 14, 2024
adaptive-diffusion
Public
[CVPR'2024] Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
text-to-image stable-diffusion consistency-distillation-stable-diffusion
Python
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Apache License 2.0
•1•32•0•0•Updated Apr 3, 2024Apr 3, 2024
mind-your-format
Public
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements
few-shot-learning in-context-learning llm-evaluation
Jupyter Notebook
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Apache License 2.0
•0•7•0•0•Updated Jan 18, 2024Jan 18, 2024
swarm
Public
Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
Python
•18•143•3•1•Updated Dec 11, 2023Dec 11, 2023
DVAR
Public
Official implementation of "Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics" (NeurIPS 2023)
Python
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Apache License 2.0
•1•39•0•0•Updated Nov 8, 2023Nov 8, 2023
structural-graph-shifts
Public
New structural distributional shifts for evaluating graph models
uncertainty-estimation graph-machine-learning robustness graph-neural-networks graph-benchmark distributional-shift structural-shifts
Python
•0•15•0•0•Updated Oct 25, 2023Oct 25, 2023
text-to-img-hypernymy
Public
Official code for "Hypernymy Understanding Evaluation of Text-to-Image Models via WordNet Hierarchy"
Jupyter Notebook
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Apache License 2.0
•1•7•1•0•Updated Oct 16, 2023Oct 16, 2023
dgl
Public
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Python
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Apache License 2.0
•3k•0•0•0•Updated Jun 10, 2023Jun 10, 2023
RuLeanALBERT
Public
RuLeanALBERT is a pretrained masked language model for the Russian language that uses a memory-efficient architecture.
Python
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Apache License 2.0
•7•93•0•0•Updated May 27, 2023May 27, 2023
ddpm-segmentation
Public
Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)
deep-learning semantic-segmentation
Python
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MIT License
•62•704•8•0•Updated Apr 8, 2023Apr 8, 2023