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Stephen Fernandes's Projects

safety-starter-agents icon safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

seaborn icon seaborn

Statistical data visualization using matplotlib

self-attention-gan icon self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

spacy icon spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

spacy-1 icon spacy-1

A Notebook based on NLP Spacy course

spacy-course icon spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

spacy-models icon spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

spark icon spark

Apache Spark - A unified analytics engine for large-scale data processing

sparknlp-elasticsearch icon sparknlp-elasticsearch

Twitter sentiment analysis using Spark and Stanford CoreNLP and visualization using elasticsearch and kibana

stanford_cs224n--nlp-with-deep-learning icon stanford_cs224n--nlp-with-deep-learning

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code by prof. Richard Socher and Prof. Christopher Manning in 2017/2018.

stanza icon stanza

Official Stanford NLP Python Library for Many Human Languages

streamlit icon streamlit

Streamlit — The fastest way to build data apps in Python

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

t5x_cuda icon t5x_cuda

A working t5x repo thats executable on nvidia GPUs. compatible to pretrain models on 2 A6000 #note: designed for personal usage, use on your own caution

tensormap icon tensormap

TensorMap will be a web application that will allow the users to create machine learning algorithms visually. TensorMap will support reverse engineering of the visual layout to a Tensorflow implementation in preferred languages. The goal of the project is to let the beginners play with machine learning algorithms in Tensorflow without less background knowledge about the library.

testing icon testing

Test infrastructure and tooling for Kubeflow.

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