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Name: Laura Kahn
Type: User
Name: Laura Kahn
Type: User
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) that I have written in my website. Especially, Natural Language Processing, Statistical Machine Learning, and Deep Reinforcement Learning are main topics.
Social and ethical implications of Big Data
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
A curated list of awesome responsible machine learning resources.
An automated ingestion service for blogs to construct a corpus for NLP research.
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
Collection of ways to classify images
ActiveState Code Recipes
Algorithmic Trading of Coffee Futures with Machine Learning
Data visualizations to quantify and explore the relationship between coffee rust, production and futures.
Python SDK for the Microsoft Computer Vision API, part of Cognitive Services
Course materials offered by the Commerce Data Academy
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
Official content for Harvard CS109
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Exploratory code for Coursera courses in 2018
D3.js based resume visualizer
Miscellaneous Data Visualizations
Example Python code from Udacity's Deep Learning course
Demonstrations of how to use material in the Econ-ARK
A walkthrough of essential DVC features (including tutorial text as well as a working environment).
Data visualization course material
Machine learning to predict US foreign economic aid
A library for debugging/inspecting machine learning classifiers and explaining their predictions
UCD Emergency_Route Visual Interfaces
Python code that uses machine learning (neural networks) and computer vision to classify images based on identified features. The classification is stored within the image file (as tags). This allows to search images based on features (e.g. searching for βcatβ will return images with cat). The program uses Keras with TensorFlow.
face tracking and emotion API
Starter app for fastai v3 model deployment on Render
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.