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Name: Brian Ferrell
Type: User
Company: VCU
Bio: Pursuing Ph.D. in CS at VCU, concentrated in NLP
Name: Brian Ferrell
Type: User
Company: VCU
Bio: Pursuing Ph.D. in CS at VCU, concentrated in NLP
Creating and evaluating ARIMA forecasts for the stock CDW (Report included)
This contains an annotated bibliography and a literature review examining the robustness of BERT for text classification tasks and how to improve it. This stuff is pretty cool to me and I am still slowly learning, so maybe these resources can help you out with your own NLP text classification tasks!
Novel approach to identifying and categorizing community-engaged studies by applying attention-based deep learning models to human subjects protocols
To help fix a small dataset problem I implemented data augmentation techniques to synthetically increase the amount of data we have. I then trained the deep learning network on the augmented data and not the original set(that became the test set)
FinRL: Financial Reinforcement Learning. 🔥
Talos is made for data scientists and data engineers that want to remain in complete control of their Keras models, but are tired of mindless parameter hopping and confusing optimization solutions that add complexity instead of reducing it. Within minutes, without learning any new syntax, Talos allows you to configure, perform, and evaluate hyperparameter optimization experiments that yield state-of-the-art results across a wide range of prediction tasks. Talos provides the simplest and yet most powerful available method for hyperparameter optimization with Keras.
Word Embeddings using Google's embedding projector
Data augmentation for NLP
https://community.vcu.edu/
Built predictive models for final grades using statistical learning methods (Report included)
This was a school project for my machine learning algorithms class to apply machine learning methods to a dataset to develop predictive models. The project was intended to give experience in applying machine learning methods for data analysis, tuning paramters, and communicating results. class.
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
Describes a survey of literature surrounding knowledge discovery and data mining concepts, tools and methods.
I wanted to make a simple graph visualizing the architecture of my text classification algorithm and I came across Tensorboard graphs and thought I might give it a try. Sadly I kept getting an error that looks like this:
This was a school project to choose a dataset and software to build a forecasting model using whatever method we learned in class
So recently I have finished creating a prototype algorithm on a really small dataset that can detect the gradients of a newly created 5-level community engaged research heuristic. This model has a custom attention layer added in and I have found that visualizing this layer can actually help see what words are important and what words are not.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.