Deep Learning

https://www.tensorflow.org/quantum #library #frameworks
library for hybrid quantum-classical machine learning

A quantum ML library for rapid prototyping of hybrid quantum-classical models. Leverage Google’s quantum computing frameworks, all from within TensorFlow.

29 viewsVadim, 17:39

Deep Learning

Top NLP Libraries to Use 2020 https://link.medium.com/aKDzpK6xgbb #Frameworks

Medium

Top NLP Libraries to Use 2020

AllenNLP, Fast.ai, Spacy, NLTK, TorchText, Huggingface, Gensim, OpenNMT, ParlAI, DeepPavlov

31 viewsVadim, 06:19

Deep Learning

#ModelServing #Tools #Frameworks #CI #CD
Model serving tools:
https://www.kubeflow.org/
https://docs.bentoml.org/en/latest/
https://developer.nvidia.com/nvidia-triton-inference-server
https://mlflow.org/
https://www.cortex.dev/

Comparison https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow

32 viewsVadim, edited 15:32

Deep Learning

https://github.com/apple/tensorflow_macos

GitHub

GitHub - apple/tensorflow_macos: TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework. - GitHub - apple/tensorflow_macos: TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

40 viewsArt 🐲 Zaborskiy, 09:05

Deep Learning

Experiment management #ModelServing #Frameworks #CI #CD
https://losswise.com/
https://www.comet.ml/site
https://www.wandb.com/
https://www.mlflow.org/docs/latest/tracking.html#tracking

Losswise

Losswise: Continuous Integration for Machine Learning

Turn your GPUs into monitored build servers from a git push with Losswise. Interactive visualization, logs, smart notifications, and more. Start free today.

46 viewsVadim, edited 23:36

Deep Learning

#TOC
— #Library
— #Frameworks
— #Tools
— #ModelServing
— #Paper
— #CI #CD
— #Models

46 viewsVadim, edited 00:42

Deep Learning

Deep Learning pinned «#TOC — #Library — #Frameworks — #Tools — #ModelServing — #Paper — #CI #CD — #Models»

00:43

Deep Learning

https://dzlab.github.io/ml/2020/08/09/mlflow-pipelines/ #CI #CD #ModelServing

End to End ML pipelines with MLflow Projects

MLflow is an open-source project to make the lifecycle of Machine Learning projects a lot easier with capabilities for experiment tracking, workflow manageme...

40 viewsVadim, 05:04

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, 05:28

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, 07:20

Deep Learning

https://huggingface.co/models #Models

huggingface.co

Models – Hugging Face

Explore machine learning models.

35 viewsVadim, 08:32

Deep Learning

#MLOPs

43 viewsVadim, 09:01

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 09:28

Deep Learning

https://mlflow.org/ #MLOPs #CI #CD

48 viewsVadim, edited 09:29

Deep Learning

https://www.tensorflow.org/tfx/guide/tfma
TensorFlow Model Analysis #frameworks

42 viewsVadim, 05:44

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, 05:46

Deep Learning

https://docs.nvidia.com/deeplearning/dali/user-guide/docs/supported_ops.html

44 viewsArt 🐲 Zaborskiy, 07:02

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, 19:24

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 23:12

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, 22:47

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, 06:29

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