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
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, 
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  
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 ๐Ÿฒ Zaborskiy, 
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  
Deep Learning
#TOC
โ€” #Library
โ€” #Frameworks
โ€” #Tools
โ€” #ModelServing
โ€” #Paper
โ€” #CI #CD
โ€” #Models
46 viewsVadim, edited  
Deep Learning
Deep Learning pinned ยซ#TOC โ€” #Library โ€” #Frameworks โ€” #Tools โ€” #ModelServing โ€” #Paper โ€” #CI #CD โ€” #Modelsยป
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, 
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 โ€“ 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 ๐Ÿฒ 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 ofโ€ฆ
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 ลukasz Kaiser, Research Scientist, Google Research Understanding sequential data โ€” 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,