Catégorie : Notes
-
Multi-arch build and images, the simple way – Docker Blog
https://www.docker.com/blog/multi-arch-build-and-images-the-simple-way/?utm_content=buffer668b6&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
-
Kubernetes Monitoring with Prometheus -The ultimate guide (part 1).
https://sysdig.com/blog/kubernetes-monitoring-prometheus/
-
A state-of-the-art open source chatbot
https://ai.facebook.com/blog/state-of-the-art-open-source-chatbot/
-
Speed Up Your Development Flow With These Dockerfile Best Practices – Docker Blog
https://www.docker.com/blog/speed-up-your-development-flow-with-these-dockerfile-best-practices/
-
Announcing General Availability of YAML CD features in Azure Pipelines | Azure DevOps Blog
https://devblogs.microsoft.com/devops/announcing-general-availability-of-azure-pipelines-yaml-cd/
-
Windows Server container support in Azure Kubernetes Service is now generally available – Windows Server Blog
https://cloudblogs.microsoft.com/windowsserver/2020/04/28/windows-server-container-support-in-azure-kubernetes-service-is-now-generally-available/
-
1910.05453 vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
https://arxiv.org/abs/1910.05453
-
tweets_to_db.py · GitHub
https://gist.github.com/dylanjcastillo/99a79d53a3d73d8eebf0a5c0b81531d1
-
Incredible evolution journey of NLP models !!
https://www.datatobiz.com/2020/02/22/evolution-journey-nlp-models/ Incredible evolution Journey of NLP models | BERT | Machines at its best – DataToBiz Referring to the above example, the masked words were kept hidden as part of training and model was to anticipate the words. For BERT, it was essential to understand the context of the sentence based on the unmasked words…
-
Transfer Learning on HuggingFace BERT – Sentence correctness classification
https://www.youtube.com/watch?v=WiHvs1PmZ_4&feature=youtu.be
-
The Julia Language
https://julialang.org/?fbclid=IwAR3xFn-QLp3d49UghubSg-2tIJRIQ3gARaSg9-Qu1ttO5LbBiXuHJpTb664
-
SparkToro Review: Is This the Next Must-Have Tool for Marketers?
https://planetcontent.com/sparktoro-review
-
Remote Debugging .NET Containers – pragma³
https://pragma3-wordpress-com.cdn.ampproject.org/c/s/pragma3.wordpress.com/2020/03/28/remote-debugging-net-containers/amp/
-
Advanced Topics in GANs
https://towardsdatascience.com/comprehensive-introduction-to-turing-learning-and-gans-part-2-fd8e4a70775
-
https://blog.cloudflare.com/deploying-gateway-using-a-raspberry-pi-dns-over-https-and-pi-hole/
https://blog.cloudflare.com/deploying-gateway-using-a-raspberry-pi-dns-over-https-and-pi-hole/
-
GitHub – benedekrozemberczki/awesome-graph-classification: A collection of important graph embedding, classification and representation learning papers with implementations.
https://github.com/benedekrozemberczki/awesome-graph-classification
-
Neural Networks Steepest Descent Method | Brain Bomb
https://brainbomb.org/Artificial-Intelligence/Neural-Networks/Neural-Network-Design-Performance-Optimization-Steepest-Descent/
-
Top 10 Popular GitHub Repositories to learn about Data Science.
https://towardsdatascience.com/top-10-popular-github-repositories-to-learn-about-data-science-4acc7b99c44
-
What does LinkedIn know about you? – Yrieix Leprince – Medium
https://medium.com/@yrieix/what-does-linkedin-know-about-you-81cd65c69cb
-
Markdown Monster
https://youtu.be/XjFf57Ap9VE
-
A Deep Learning Sarcastic Chatbot
https://medium.com/@mohamedalihabib7/a-deep-learning-sarcastic-chatbot-4c846bca8fd5 A Deep Learning Sarcastic Chatbot A walk-through of a deep learning sarcastic chatbot project medium.com https://github.com/MohamedAliHabib/Sarcastic-Chatbot?fbclid=IwAR2BZ8OAbQE-Zr4LBjYej0n830a3es93YhUFAI5KK6Pt0XeMdlLJ4YqJHLY MohamedAliHabib/Sarcastic-Chatbot A deep learning chatbot that generates sarcastic and comical answers to your questions. – MohamedAliHabib/Sarcastic-Chatbot github.com
-
A machine learning approach to predicting psychosis using semantic density and latent content analysis
https://www.nature.com/articles/s41537-019-0077-9?fbclid=IwAR20gxqUo9Hf6yDjggvfznO38sbYqLA2HMf5LlFioAb4W2IkTr8z0hQWKxU A machine learning approach to predicting psychosis using semantic density and latent content analysis of conversations generated on social media, here 30,000 contributors to Reddit. The results revealed that conversion to psychosis is signaled by low semantic density and talk about voices and sounds. When combined, these two variables were able to predict the…
-
GitHub – huggingface/awesome-papers: Papers & presentations from Hugging Face’s weekly science day
https://github.com/huggingface/awesome-papers
-
A New Way to Get Started with Docker! – Docker Blog
https://www.docker.com/blog/a-new-way-to-get-started-with-docker/
-
Python Microservices: API, Object, and Storage Data Models
https://medium.com/slanglabs/python-microservices-04-api-object-and-physical-storage-data-models-9ad24c630d36
-
https://medium.com/slanglabs/python-microservices-04-api-object-and-physical-storage-data-models-9ad24c630d36
https://medium.com/slanglabs/python-microservices-04-api-object-and-physical-storage-data-models-9ad24c630d36
-
Latent Dirichlet Allocation(LDA): A guide to probabilistic modelling approach for topic discovery
https://towardsdatascience.com/latent-dirichlet-allocation-lda-a-guide-to-probabilistic-modeling-approach-for-topic-discovery-8cb97c08da3c https://github.com/aawanRahman/latent-dirichlet-allocation/blob/master/topic_modelling_LDA.ipynb Latent Dirichlet Allocation(LDA): A guide to probabilistic modelling approach for topic discovery The above figure is a graphical representation of LDA. In the above figure, we can see that there are six parameters-(alpha) and (eta) represents Dirichlet distribution.The high alpha value indicates that each document contains most of the topics and on the…
-
GitHub – vt-vl-lab/3d-photo-inpainting: CVPR 2020 3D Photography using Context-aware Layered Depth Inpainting
https://github.com/vt-vl-lab/3d-photo-inpainting
-
Dash is React for Python, R, and Julia – Plotly – Medium
https://medium.com/plotly/dash-is-react-for-python-r-and-julia-c75822d1cc24
-
Computers Already Learn From Us. But Can They Teach Themselves?
https://www.nytimes.com/2020/04/08/technology/ai-computers-learning-supervised-unsupervised.html?fbclid=IwAR0JXI0rXk1z1_Wewg9Uqisgo3n2pSvvsM1VWQr-mYwynX9RpDUxMAcpJmw Computers Already Learn From Us. But Can They Teach Themselves? Scientists are exploring approaches that would help machines develop their own sort of common sense. www.nytimes.com
-
Reasons to Choose PyTorch for Deep Learning – Towards Data Science
https://towardsdatascience.com/reasons-to-choose-pytorch-for-deep-learning-c087e031eaca
-
First Order Motion Model for Image Animation
http://papers.nips.cc/paper/8935-first-order-motion-model-for-image-animation
-
Easy Speech-to-Text with Python
https://medium.com/@sdhilip/easy-speech-to-text-with-python-3df0d973b426
-
Time Series analysis in python
https://www.dataspoof.info/post/time-series-analysis-in-python-coding
-
roberta inference 5 folds | Kaggle
https://www.kaggle.com/abhishek/roberta-inference-5-folds
-
PyTorch vs. TensorFlow: Which Framework Is Best? | Built In
https://builtin.com/data-science/pytorch-vs-tensorflow
-
Genetic Algorithm Implementation in Python – Towards Data Science
https://towardsdatascience.com/genetic-algorithm-implementation-in-python-5ab67bb124a6
-
Scientists develop AI that can turn brain activity into text | Science | The Guardian
https://www.theguardian.com/science/2020/mar/30/scientists-develop-ai-that-can-turn-brain-activity-into-text
-
2020 Trends in Data Science
https://www.simplilearn.com/trends-in-data-science-pdf?utm_source=facebook&utm_medium=crosspromo&utm_campaign=ds_ev_mar20
-
Quantum Machine Learning Using TensorFlow Quantum | Hacker Noon
https://hackernoon.com/quantum-machine-learning-using-tensorflow-quantum-ef413yub
-
New Ways To Optimize Machine Learning
https://semiengineering.com/emerging-optimization-techniques-for-machine-learning/
-
Classifying 4M Reddit Posts in 4k Subreddits: an End-to-end Machine Learning Pipeline
https://towardsdatascience.com/classifying-4m-reddit-posts-in-4k-subreddits-an-end-to-end-machine-learning-pipeline-ee511d26b362
-
Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets
https://arxiv.org/abs/1901.09049?fbclid=IwAR0LVvQugS6YLC2fL7cdOQVJ_HMZ1lfUMmSam_X6G4t1y8S4M53xVGN0vVU
-
Your simplified data science workflows have arrived!
https://towardsdatascience.com/your-simplified-data-science-workflows-have-arrived-208ce20bad88
-
GitHub Desktop 2.4 introduces proxy support and issue creation – The GitHub Blog
https://github.blog/2020-03-25-github-desktop-2-4-introduces-proxy-support-and-issue-creation/?utm_campaign=1585159261&utm_medium=social&utm_source=linkedin&utm_content=1585159261
-
MLOps feature dive: Manage your assets, artifacts and code | AI Show | Channel 9
https://channel9.msdn.com/Shows/AI-Show/MLOps-feature-dive-Manage-your-assets-artifacts-and-code
-
Docker
Docker For The Absolute Beginner – https://lnkd.in/e8byW5z Docker for the Absolute Beginners Learn Docker with simple and easy hands-on Labs lnkd.in A comprehensive introduction to Docker, Virtual Machines, and Containers – https://lnkd.in/esEUzHb A comprehensive introduction to Docker, Virtual Machines, and Containers Docker has been a buzzword for tech people for the last several years, and…
-
Explaining Data Science to Friends and Family
https://towardsdatascience.com/explaining-data-science-to-friends-and-family-15af317ec3ed Explaining Data Science to Friends and Family When a Data Scientist Talks About their Profession towardsdatascience.com