OCTIS : Optimizing and Comparing Topic Models is Simple!

Github: https://github.com/mind-Lab/octis

Paper: https://arxiv.org/abs/2202.07631v1

Dataset: https://paperswithcode.com/dataset/20-newsgroups

👉 @bigdata_1

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Food Instance Segmentation

Github: https://github.com/gist-ailab/Food-Instance-Segmentation

Paper: https://arxiv.org/abs/2107.07191

Dataset: https://paperswithcode.com/dataset/coco

👉 @bigdata_1

Facebbok’s textless-lib: a Library for Textless Spoken Language Processing

Github: https://github.com/facebookresearch/textlesslib

Code examples: https://github.com/facebookresearch/textlesslib/tree/main/examples

Paper: https://arxiv.org/abs/2202.07359v1

Dataset: https://paperswithcode.com/dataset/librispeech

👉 @bigdata_1

Anomalib: A Deep Learning Library for Anomaly Detection

Github: https://github.com/openvinotoolkit/anomalib

Docs: https://openvinotoolkit.github.io/anomalib/

Paper: https://arxiv.org/abs/2202.08341v1

Dataset: https://paperswithcode.com/dataset/btad

👉 @bigdata_1

Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

Github: https://github.com/nvlabs/instant-ngp

HashNeRF-pytorch: https://openvinotoolkit.github.io/anomalib/

Paper: https://arxiv.org/abs/2201.05989v1

👉 @bigdata_1

Image Fusion Transformer

Github: https://github.com/Vibashan/Image-Fusion-Transformer

Paper: https://arxiv.org/abs/2107.09011v2

Dataset: https://paperswithcode.com/dataset/kaist-urban

👉 @bigdata_1

Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation

Github: https://github.com/tzer-anonbot/tzer

Docs: https://tzer.readthedocs.io/en/latest/markdown/artifact.html

Paper: https://arxiv.org/abs/2202.09947v1

👉 @bigdata_1

Deepmind's WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset

This package provides tools to download the WikiGraphs dataset

Github: https://github.com/deepmind/deepmind-research/tree/master/wikigraphs

Paper: https://arxiv.org/abs/2107.09556v1

Dataset: https://paperswithcode.com/dataset/wikigraphs

👉 @bigdata_1

🔥 The Complete Collection of Data Science Cheat Sheets

https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html

👉 @bigdata_1

ESPnet: end-to-end speech processing toolkit

Github: https://github.com/espnet/espnet

Paper: https://arxiv.org/abs/2107.09011v2

Notebook: https://github.com/espnet/notebook

👉 @bigdata_1

One-shot Affordance Detection

Github: https://github.com/lhc1224/OSAD_Net

Paper: https://arxiv.org/abs/2202.12076v1

Dataset: https://paperswithcode.com/dataset/pad

👉 @bigdata_1

Test-Agnostic Long-Tailed Recognition by Test-Time Aggregating Diverse Experts with Self-Supervision

Github: https://github.com/Vanint/TADE-AgnosticLT

Paper: https://arxiv.org/abs/2107.09249v1

Dataset: https://paperswithcode.com/dataset/cifar-10

👉 @bigdata_1

Visual Attention Network (VAN)

Github: https://github.com/Visual-Attention-Network/VAN-Classification

Paper: https://arxiv.org/pdf/2202.09741.pdf

Dataset: https://paperswithcode.com/dataset/ade20k

👉 @bigdata_1

Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models

Github: https://github.com/katiana22/GDM-PCE

Paper: https://arxiv.org/abs/2107.09814

👉 @bigdata_1

Local and Global GANs with Semantic-Aware Upsampling for Image Generation

Github: https://github.com/Ha0Tang/LGGAN

Paper: https://arxiv.org/abs/2203.00047v1

Dataset: https://paperswithcode.com/dataset/cityscapes

👉 @bigdata_1

Curated papers, articles, and blogs on data science & machine learning in production

https://github.com/eugeneyan/applied-ml

👉 @bigdata_1

Bayesian IRT models in Python

Github: https://github.com/nd-ball/py-irt

Paper: https://arxiv.org/abs/2203.01282v1

Bayesian IRT: https://m-clark.github.io/models-by-example/bayesian-irt.html

👉 @bigdata_1

QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits

Github: https://github.com/mit-han-lab/pytorch-quantum

Paper: https://arxiv.org/abs/2107.10845v1

👉 @bigdata_1

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds

Github: https://github.com/ghostish/open3dsot

Paper: https://arxiv.org/abs/2203.01730v1

Dataset: https://paperswithcode.com/dataset/kitti

👉 @bigdata_1