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openposeby CMU-Perceptual-Computing-Lab
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OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
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AI-Powered Photos App for the Decentralized Web 🌈💎✨
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💫 Industrial-strength Natural Language Processing (NLP) in Python
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Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
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Roadmap to becoming an Artificial Intelligence Expert in 2022
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PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
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Probabilistic-Programming-and-Bayesian-Methods-for-Hackersby CamDavidsonPilon
Jupyter Notebook 25641 Version:Current License: Permissive (MIT)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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High performance Node.js image processing, the fastest module to resize JPEG, PNG, WebP, AVIF and TIFF images. Uses the libvips library.
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Streamlit — A faster way to build and share data apps.
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Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
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Code and documentation to train Stanford's Alpaca models, and generate the data.
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⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
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Library for fast text representation and classification.
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High-Resolution Image Synthesis with Latent Diffusion Models
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OpenMMLab Detection Toolbox and Benchmark
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Jupyter Notebook 24412 Version:Current License: Permissive (MIT)
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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Convolutional Neural Networks
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The fastai deep learning library
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🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
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Deep learning framework to train, deploy, and ship AI products Lightning fast.
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PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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Inference code for LLaMA models
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An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
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Visualizer for neural network, deep learning, and machine learning models
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Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Deezer source separation library including pretrained models.
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A library for efficient similarity search and clustering of dense vectors.
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stb single-file public domain libraries for C/C++
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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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Cross-platform, customizable ML solutions for live and streaming media.
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DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
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The simplest, fastest repository for training/finetuning medium-sized GPTs.
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Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
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🔊 Text-Prompted Generative Audio Model
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homemade-machine-learningby trekhleb
Jupyter Notebook 21396 Version:Current License: Permissive (MIT)
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
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JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
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Let us control diffusion models!
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A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
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PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
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pytorch-CycleGAN-and-pix2pixby junyanz
Python 20095 Version:Current License: Proprietary (Proprietary)
Image-to-Image Translation in PyTorch
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LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
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Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
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100-Days-Of-ML-Code中文版
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A game theoretic approach to explain the output of any machine learning model.
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openposeby CMU-Perceptual-Computing-Lab
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
C++ 27295Updated: 2 y ago License: Proprietary (Proprietary)
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fairseqby facebookresearch
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Python 26455Updated: 2 y ago License: Permissive (MIT)
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photoprismby photoprism
AI-Powered Photos App for the Decentralized Web 🌈💎✨
Go 26436Updated: 2 y ago License: Proprietary (Proprietary)
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spaCyby explosion
💫 Industrial-strength Natural Language Processing (NLP) in Python
Python 26383Updated: 2 y ago License: Permissive (MIT)
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rayby ray-project
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
Python 26173Updated: 2 y ago License: Permissive (Apache-2.0)
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DeepSpeedby microsoft
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Python 25854Updated: 2 y ago License: Permissive (Apache-2.0)
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Detectronby facebookresearch
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Python 25807Updated: 2 y ago License: Permissive (Apache-2.0)
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AI-Expert-Roadmapby AMAI-GmbH
Roadmap to becoming an Artificial Intelligence Expert in 2022
JavaScript 25798Updated: 2 y ago License: Permissive (MIT)
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pytorch-image-modelsby huggingface
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Python 25660Updated: 2 y ago License: Permissive (Apache-2.0)
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Probabilistic-Programming-and-Bayesian-Methods-for-Hackersby CamDavidsonPilon
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Jupyter Notebook 25641Updated: 2 y ago License: Permissive (MIT)
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sharpby lovell
High performance Node.js image processing, the fastest module to resize JPEG, PNG, WebP, AVIF and TIFF images. Uses the libvips library.
JavaScript 25455Updated: 2 y ago License: Permissive (Apache-2.0)
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streamlitby streamlit
Streamlit — A faster way to build and share data apps.
Python 25315Updated: 2 y ago License: Permissive (Apache-2.0)
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detectron2by facebookresearch
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Python 25211Updated: 2 y ago License: Permissive (Apache-2.0)
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stanford_alpacaby tatsu-lab
Code and documentation to train Stanford's Alpaca models, and generate the data.
Python 25058Updated: 2 y ago License: Permissive (Apache-2.0)
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handson-mlby ageron
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Jupyter Notebook 25017Updated: 2 y ago License: Permissive (Apache-2.0)
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handson-ml2by ageron
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Jupyter Notebook 24957Updated: 2 y ago License: Permissive (Apache-2.0)
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fastTextby facebookresearch
Library for fast text representation and classification.
HTML 24702Updated: 2 y ago License: Permissive (MIT)
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stablediffusionby Stability-AI
High-Resolution Image Synthesis with Latent Diffusion Models
Python 24649Updated: 2 y ago License: Permissive (MIT)
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mmdetectionby open-mmlab
OpenMMLab Detection Toolbox and Benchmark
Python 24583Updated: 2 y ago License: Permissive (Apache-2.0)
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annotated_deep_learning_paper_implementationsby labmlai
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Jupyter Notebook 24412Updated: 2 y ago License: Permissive (MIT)
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darknetby pjreddie
Convolutional Neural Networks
C 24296Updated: 2 y ago License: Proprietary (Proprietary)
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fastaiby fastai
The fastai deep learning library
Jupyter Notebook 23959Updated: 2 y ago License: Permissive (Apache-2.0)
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AgentGPTby reworkd
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
TypeScript 23883Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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lightningby Lightning-AI
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Python 23703Updated: 2 y ago License: Permissive (Apache-2.0)
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pytorch-image-modelsby rwightman
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Python 23581Updated: 2 y ago License: Permissive (Apache-2.0)
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jaxby google
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Python 23518Updated: 2 y ago License: Permissive (Apache-2.0)
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llamaby facebookresearch
Inference code for LLaMA models
Python 23409Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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FastChatby lm-sys
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
Python 23171Updated: 2 y ago License: Permissive (Apache-2.0)
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netronby lutzroeder
Visualizer for neural network, deep learning, and machine learning models
JavaScript 23143Updated: 2 y ago License: Permissive (MIT)
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Mask_RCNNby matterport
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Python 23124Updated: 2 y ago License: Proprietary (Proprietary)
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spleeterby deezer
Deezer source separation library including pretrained models.
Python 22739Updated: 2 y ago License: Permissive (MIT)
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faissby facebookresearch
A library for efficient similarity search and clustering of dense vectors.
C++ 22571Updated: 2 y ago License: Permissive (MIT)
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stbby nothings
stb single-file public domain libraries for C/C++
C 22305Updated: 2 y ago License: Proprietary (Proprietary)
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ML-From-Scratchby eriklindernoren
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Python 22189Updated: 2 y ago License: Permissive (MIT)
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mediapipeby google
Cross-platform, customizable ML solutions for live and streaming media.
C++ 22156Updated: 2 y ago License: Permissive (Apache-2.0)
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DeepSpeechby mozilla
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
C++ 22108Updated: 2 y ago License: Weak Copyleft (MPL-2.0)
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nanoGPTby karpathy
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Python 21925Updated: 2 y ago License: Permissive (MIT)
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NLP-progressby sebastianruder
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Python 21677Updated: 2 y ago License: Permissive (MIT)
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barkby suno-ai
🔊 Text-Prompted Generative Audio Model
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homemade-machine-learningby trekhleb
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Jupyter Notebook 21396Updated: 2 y ago License: Permissive (MIT)
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Real-ESRGANby xinntao
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Python 21091Updated: 2 y ago License: Permissive (BSD-3-Clause)
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JARVISby microsoft
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Python 21004Updated: 2 y ago License: Permissive (MIT)
21004Updated: 2 y ago License: Permissive (MIT)Support
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ControlNetby lllyasviel
Let us control diffusion models!
Python 20841Updated: 2 y ago License: Permissive (Apache-2.0)
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examplesby pytorch
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Python 20436Updated: 2 y ago License: Permissive (BSD-3-Clause)
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Paddleby PaddlePaddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
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pytorch-CycleGAN-and-pix2pixby junyanz
Image-to-Image Translation in PyTorch
Python 20095Updated: 2 y ago License: Proprietary (Proprietary)
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labelImgby heartexlabs
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
Python 20020Updated: 2 y ago License: Permissive (MIT)
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incubator-mxnetby apache
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
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100-Days-Of-ML-Codeby MLEveryday
100-Days-Of-ML-Code中文版
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shapby slundberg
A game theoretic approach to explain the output of any machine learning model.
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