Deep Learning
@deep_learning_prog
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Deep Learning: programming, tools & resources.
#DeepLearning #Python
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Deep Learning
37 subscribers
Deep Learning
https://github.com/rossumai/nvgpu
nvidia gpu tools/monitoring
#Tools #library #CD #monitoring
GitHub
GitHub - rossumai/nvgpu: NVIDIA GPU tools - monitoring on CLI & web app with multiple agents
NVIDIA GPU tools - monitoring on CLI & web app with multiple agents - rossumai/nvgpu
37 viewsVadim, 
Deep Learning
https://neptune.ai/blog/jupyterlab-extensions-for-machine-learning #Tools
neptune.ai
19 Best JupyterLab Extensions for Machine Learning
Explore 19 top JupyterLab extensions for ML workflows: understand their utility and how to effectively manage them.
35 viewsVadim, 
Deep Learning
https://huggingface.co/models #Models
huggingface.co
Models – Hugging Face
Explore machine learning models.
35 viewsVadim, 
Deep Learning
#MLOPs
43 viewsVadim, 
Deep Learning
https://www.kubeflow.org/docs/aws/ #Frameworks #CI #CD #MLOps
Kubeflow
Kubeflow on AWS
Running Kubeflow on Kubernetes Engine and Amazon Web Services
44 viewsVadim, edited  
Deep Learning
https://mlflow.org/ #MLOPs #CI #CD
48 viewsVadim, edited  
Deep Learning
https://www.tensorflow.org/tfx/guide/tfma
TensorFlow Model Analysis #frameworks
42 viewsVadim, 
Deep Learning
https://github.com/faustomorales/keras-ocr
Custom OCR #library #Models
GitHub
GitHub - faustomorales/keras-ocr: A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model. - faustomorales/keras-ocr
42 viewsVadim, 
Deep Learning
https://docs.nvidia.com/deeplearning/dali/user-guide/docs/supported_ops.html
44 viewsArt 🐲 Zaborskiy, 
Deep Learning
https://medium.com/swlh/fun-with-apache-lucene-and-bert-embeddings-c2c496baa559 #embeddings #searchengines #lucene
Medium
Fun With Apache Lucene and BERT Embeddings
After publishing the blog post on neural search with BERT and Solr (6.6.0), I got a few questions on how to run this with version 8.6.x of…
44 viewsVadim, 
Deep Learning
https://github.com/facebookresearch/faiss #library
GitHub
GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors.
A library for efficient similarity search and clustering of dense vectors. - facebookresearch/faiss
45 viewsVadim, edited  
Deep Learning
https://ai.googleblog.com/2020/01/reformer-efficient-transformer.html #paper #models
research.google
Reformer: The Efficient Transformer
Posted by Nikita Kitaev, Student Researcher, UC Berkeley and Łukasz Kaiser, Research Scientist, Google Research Understanding sequential data — s...
46 viewsVadim, 
Deep Learning
https://cloud.google.com/solutions/machine-learning/building-real-time-embeddings-similarity-matching-system #ideas #paper #tutorial
Google Cloud
Vector Search  |  Vertex AI  |  Google Cloud
Learn how to run queries to get nearest neighbors using the k-nearest neighbors algorithm.
48 viewsVadim, 
Deep Learning
https://www.programmersought.com/article/60001511310/ Focal loss implementations #tutorial
Programmersought
Several implementation versions of focal loss (Keras/Tensorflow) - Programmer Sought
Several implementation versions of focal loss (Keras/Tensorflow), Programmer Sought, the best programmer technical posts sharing site.
43 viewsVadim, 
Deep Learning
Yet another UI for ML models https://gradio.app/
#Framework #Tools
www.gradio.app
Build & Share Delightful Machine Learning Apps.
54 viewsVadim, 
Deep Learning
https://github.com/aliabd/history-of-interpretation
Saliency methods link a deep neural network's (DNN) prediction to the input features that most
influence that prediction. #Library
GitHub
aliabd/history-of-interpretation
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques - aliabd/history-of-interpretation
60 viewsVadim, 
Deep Learning
following the previous
66 viewsVadim, 
Deep Learning
https://arxiv.org/abs/2101.03961 Switch transformers #paper
57 viewsVadim, 
Deep Learning
Forwarded from Denis Sexy IT 🤖
GPT-3 моделька на английском языке, на 2.7 миллиардов параметров стала доступна онлайн.

Это реплика и обучили ее энтузиасты eleuther.ai а не люди из OpenAI, оригинальная GPT-3 на ~175 миллиардов параметров продается как коммерческий продукт и отдается по эксклюзивной лицензии через Microsoft.

В общем, опенсорс сообщество как всегда великолепно – также выложили модельку поменьше, все по ссылкам ниже.

Код | Коллаб

Количество сгенерированных текстов в интернете увеличилось вдвое 🌚
54 viewsArt 🐲 Zaborskiy, 
Deep Learning
https://arxiv.org/pdf/1912.13318.pdf
LayoutLM: Pre-training of Text and Layout for Document Image Understanding #paper
58 viewsVadim, 
Deep Learning
Russian corpus collection
https://natasha.github.io/corus/
https://github.com/natasha/corus
https://nbviewer.jupyter.org/github/natasha/corus/blob/master/docs.ipynb
#Corpus #Dataset
natasha.github.io
Corus — коллекция русскоязычных NLP-датасетов
Ссылки на публичные русскоязычные датасеты, Python-пакет с функциями-загрузчиками
58 viewsVadim, edited