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This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/
MLflow workshop held at Applied Machine Learning Days 2020 in Lausanne
Aim was to develop a machine learning model which can analyze sentiments on twitter and to predict the winner of Lok Sabha Elections 2019. Web scraping was used for comments and then applied feature extraction, TF-IDF, Word2Vec, ANN and LSTM to improve the accuracy of model. Softmax function was used for multiclass classification. Learning curve was used to select the epochs and batch size in ANN and LSTM. Word cloud was made to select the most important features in the dataset. Random forest classification was selected as the best classifier with the help of PR curve by using micro average for average precision and recall.
Create Appointment Scheduler chatbot using Dialogflow, by creating a fulfillment integration with Google Calendar API
A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
Automate the case review on legal case documents.
Curated Collection of BCI resources
:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.
A curated list of data mining papers about fraud detection.
:chart_with_upwards_trend: Curated list of resources to help you get started with Data Science
A curated list of awesome network analysis resources.
:scream: A curated list of amazingly awesome OSINT
An awesome list of high-quality open datasets in public domains (on-going).
Awesome Python Security resources πΆππ
View roadmaps about developer roles to help you learn
A curated list of awesome Apache Spark packages and resources.
This repository contains recent research on fake news.
Task generation for testing text understanding and reasoning
Bayesian Data Analysis course at Aalto
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
My submissions for the Coursera MOOC "Big Data Analysis with Scala and Spark" given by EPFL.
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
Interactive Web Plotting for Python
A Bokeh project developed for learning and teaching Bokeh interactive plotting!
Docker and Singularity containers to predict bone age from radiographs (demo)
Deep learning software to decode EEG or MEG signals
This repo is for the LInkedin Learning course: Build Three Real-World Python Applications
A flexible framework of neural networks for deep learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.