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/lutzroeder/netron viewer for neural networks #tools
GitHub
GitHub - lutzroeder/netron: Visualizer for neural network, deep learning and machine learning models
Visualizer for neural network, deep learning and machine learning models - lutzroeder/netron
31 viewsedited  
Deep Learning
https://github.com/allenai/longformer BERT-like model for long documents. #libs
GitHub
GitHub - allenai/longformer: Longformer: The Long-Document Transformer
Longformer: The Long-Document Transformer. Contribute to allenai/longformer development by creating an account on GitHub.
30 viewsedited  
Deep Learning
Cost of training SOTA models #infos
32 viewsedited  
Deep Learning
https://keras-team.github.io/keras-tuner/
Hyperparameter tuner #tools
27 viewsedited  
Deep Learning
https://towardsdatascience.com/10-tensorflow-tricks-every-ml-practitioner-must-know-96b860e53c1 #tips
Medium
10 TensorFlow Tricks Every ML Practitioner Must Know
Why TensorFlow is the complete ML package
30 viewsedited  
Deep Learning
https://dvc.org/
Open-source Version Control System for Machine Learning Projects #tools
Data Version Control · DVC
Open-source version control system for Data Science and Machine Learning projects. Git-like experience to organize your data, models, and experiments.
26 viewsedited  
Deep Learning
Channel name was changed to «Deep Learning»
Deep Learning
https://github.com/VKCOM/YouTokenToMe
YouTokenToMe is an unsupervised text tokenizer focused on computational efficiency. #tokenizers #tools #libs
GitHub
GitHub - VKCOM/YouTokenToMe: Unsupervised text tokenizer focused on computational efficiency
Unsupervised text tokenizer focused on computational efficiency - VKCOM/YouTokenToMe
27 viewsVadim, edited  
Deep Learning
https://www.facebook.com/662639272/posts/10158953683934273/?extid=uTRMk2rzI2Fkff1j&d=n
25 viewsArt Zaborskiy, 
Deep Learning
https://github.com/natasha/corus Russian corpuses #DataSets
GitHub
GitHub - natasha/corus: Links to Russian corpora + Python functions for loading and parsing
Links to Russian corpora + Python functions for loading and parsing - natasha/corus
28 viewsVadim, edited  
Deep Learning
https://github.com/wfxr/csview Fast .csv viewer #tools
GitHub
GitHub - wfxr/csview: 📠 Pretty and fast csv viewer for cli with cjk/emoji support.
📠 Pretty and fast csv viewer for cli with cjk/emoji support. - wfxr/csview
25 viewsVadim, 
Deep Learning
https://github.com/qubvel/keras_telegram_callback
Telegram-bot callback for your Keras model
#keras #callback #tips #libs #code
GitHub
GitHub - qubvel/keras_telegram_callback: Telegram-bot callback for your Keras model
Telegram-bot callback for your Keras model. Contribute to qubvel/keras_telegram_callback development by creating an account on GitHub.
27 viewsVadim, 
Deep Learning
One-stage оbject-detection SOTA #infos
29 viewsVadim, 
Deep Learning
https://medium.com/@dan_19973/a-roundup-of-data-visualization-frameworks-c254fdd33108 Data Visualization Frameworks in Python #tools #frameworks #visualization
Medium
A Roundup of Data Visualization Frameworks
ContainDS Dashboards is an extension for JupyterHub allowing you to publish interactive visualizations for non-technical colleagues to try…
42 viewsVadim, 
Deep Learning
https://dask.org/
Dask provides advanced parallelism for analytics, enabling performance at scale for the tools you love #frameworks
34 viewsVadim, 
Deep Learning
https://github.com/sberbank-ai/ru-gpts
Russian GPT-3 #frameworks #Models
29 viewsVadim, edited  
Deep Learning
https://arxiv.org/pdf/2009.08449.pdf
‘Less Than One’-Shot Learning #Paper #Ideas
24 viewsVadim, edited  
Deep Learning
https://syncedreview.com/2020/10/28/amazons-bert-optimal-subset-7-9x-faster-6-3x-smaller-than-bert/
Synced | AI Technology & Industry Review
Amazon’s BERT Optimal Subset: 7.9x Faster & 6.3x Smaller Than BERT | Synced
Amazon extracts an optimal subset of architectural parameters for BERT architecture by applying recent breakthroughs in algorithms for neural architecture search.
27 viewsArt Zaborskiy, 
Deep Learning
https://www.tensorflow.org/quantum #library #frameworks
library for hybrid quantum-classical machine learning
TensorFlow
TensorFlow Quantum
A quantum ML library for rapid prototyping of hybrid quantum-classical models. Leverage Google’s quantum computing frameworks, all from within TensorFlow.
29 viewsVadim, 
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