spark-nlp-workshop
cve-bin-tool
spark-nlp-workshop | cve-bin-tool | |
---|---|---|
16 | 10 | |
999 | 1,071 | |
1.1% | 2.2% | |
9.6 | 9.8 | |
3 days ago | 6 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
spark-nlp-workshop
- FLaNK Stack Weekly 19 Feb 2024
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Spark-NLP 4.1.0 Released: Vision Transformer (ViT) is here! The very first Computer Vision pipeline for the state-of-the-art Image Classification task, AWS Graviton/ARM64 support, new EMR & Databricks support, 1000+ state-of-the-art models, and more!
You can visit Spark NLP Workshop for 100+ examples
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Spark-NLP 4.0.0 🚀: New modern extractive Question answering (QA) annotators for ALBERT, BERT, DistilBERT, DeBERTa, RoBERTa, Longformer, and XLM-RoBERTa, official support for Apple silicon M1, support oneDNN to improve CPU up to 97%, improved transformers on GPU up to +700%, 1000+ SOTA models
I submitted a pull request here: https://github.com/JohnSnowLabs/spark-nlp-workshop/pull/552 that I think addresses both of those.
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How AI is used for mental health therapy
In SnowLab’s implementation, for example, they wrote a search function called get_clinical_entities that finds all mentions of medications for 100 patients, as well as specifications, if any, about the quantity and frequency the medication is consumed. The location of the sentence in the overall piece is also recorded, to locate the information easier.
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John Snow Labs Spark-NLP 3.4.0: New OpenAI GPT-2, new ALBERT, XLNet, RoBERTa, XLM-RoBERTa, and Longformer for Sequence Classification, support for Spark 3.2, new distributed Word2Vec, extend support to more Databricks & EMR runtimes, new state-of-the-art transformer models, bug fixes, and lots more!
There are so many examples here for Python users (I would start from tutorials/Certificate_Trainings): https://github.com/JohnSnowLabs/spark-nlp-workshop
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John Snow Labs Spark-NLP 3.1.0: Over 2600+ new models and pipelines in 200+ languages, new DistilBERT, RoBERTa, and XLM-RoBERTa transformers, support for external Transformers, and lots more!
Spark NLP Workshop notebooks
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Release John Snow Labs Spark-NLP 2.7.0: New T5 and MarianMT seq2seq transformers, detect up to 375 languages, word segmentation, over 720+ models and pipelines, support for 192+ languages, and many more! · JohnSnowLabs/spark-nlp
Spark NLP training certification notebooks for Google Colab and Databricks
Spark NLP training certification notebooks for Google Colab and Databricks
Spark NLP training certification notebooks for Google Colab and Databricks
Spark NLP training certification notebooks for Google Colab and Databricks
cve-bin-tool
- FLaNK Stack Weekly 19 Feb 2024
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2022 Highlights: Open Source Development! ✨
intel/cve-bin-tool - 2 pull requests
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December goals
Intel/cve-bin-tool: There are several issues in this repository that are interesting to me, particularly the ones about creating checkers. I would say it is not very coding-heavy, but it needs a lot of research before doing it.
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The perfect open-sourcer does not exist
Whether you contribute small or big chunks of code, being consistent about them carries vital importance. Small contributions to a particular project help you to get familiar with it at first and leads to something bigger. Take a look at some pull requests I have raised to the following projects; withfig, cve-bin-tool, my-photohub, pr-approve-generator.
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Release 0.3 External Pull Request
For my release 0.3 for OSD600, I have to create a pull request for an external repo. The repo I contributed to was cve-bin-tool. This post was late because I had was busy with other commitments and projects compounded with problems finding workable issues. In the future, I would definitely follow my own advice and search for issues early and often. I didn't follow this advice and found myself in this position.
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May the merge be with you - Hacktoberfest 🎃
The issue was to fix mypy type issues in __init__.py. I was able to fix the type issues and also added type annotations to the codebase. The project was well documented and I faced no issues running it. Big projects like nodejs, vscode or this, cve-bin-tool all have strict guidelines for contributions. Even on the commit messages get checked when you raise a PR. See one of the commit messages from gitlint in their workflow.
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On persistence, collaboration, trial and error - Hacktoberfest 2022 🚀🌟🔧
My two PRs for Intel’s CVE-Binary-Tool got merged! These (Fix1 , Fix 2) were my first ever Hacktoberfest merges. These were small contributions but big confidence boosters. I am a beginner in programming, and if I can make small contributions, so can you. From one beginner to another – start small, try your best, trust the process, and ask for help.
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Hacktoberfest PR#2: Windows isn't the greatest OS for development
So, eventually I started looking for issues rather than repos. I added some labels and details to the search so I wouldn't just look through 83 million issues, and finally found an issue in Intel's cve-bin-tool.
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Things I Learned Through My First Hacktoberfest Pull Requests!
I created two pull requests for Intel’s CVE Binary Tool. CVE Binary Tool is a tool that scans a file for known Common Vulnerabilities and Exposures.
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My first contribution to Intel!
My goal for this year's Hacktoberfest was to contribute to at least one big established company or product in IT. Luckily for me, I landed on a an interesting repo called the CVE Binary Tool. It is an open source tool to help you determine if your system includes known vulnerabilities. It is based of the data from the National Vulnerability Database (NVD) list of Common Vulnerabilities and Exposures (CVEs).
What are some alternatives?
spark-nlp - State of the Art Natural Language Processing
rahat-agency - Agency management system for Rahat
spark-nlp-display - A library for the simple visualization of different types of Spark NLP annotations.
my-photohub - Making it easy to share your photos using GitHub Pages
proton - A streaming SQL engine, a fast and lightweight alternative to ksqlDB and Apache Flink, 🚀 powered by ClickHouse.
palpatine - âš¡Darth sidious does static site generator with unlimited power!
TensorRT-LLM - TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
glific-frontend - Frontend for the Glific platform
magika - Detect file content types with deep learning
faraday - Open Source Vulnerability Management Platform
CVElk - Autoconfigured ELK Stack That Contains All EPSS and NVD CVE Data
pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.