Elvis Saravia

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

The most important NLP highlights of 2018 (PDF Report)

A collection of PyTorch notebooks for learning and practicing deep learning

MRI analysis using PyTorch and MedicalTorch

Natural language processing (NLP) newsletter right on GitHub

Contains useful deep learning notations for writing blogs, presentations, and papers.

Neural Machine Translation with Attention (PyTorch)

:book: Operating Systems - A Friendly Handbook :book: (Open Notes)

Clinical NLP Analysis with Elasticsearch and Kibana

Material for PyCon 2019 NLP Tutorial

Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow

:green_book: Machine Learning - A Friendly Handbook :green_book: (Open Notes)

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Deep Emotion Analysis with Elastic and PyTorch

Contains information and instructions for the first Data Mining lab session for 2017 Fall.

MIDAS API

NLP tutorials I have written using TensorFlow

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🔥 Summary of interesting NLP Papers and Research (Fast and easy reads!) 🔥

Deep Research Agent - A Next.js app powered by Claude Agent SDK for comprehensive web research using Exa AI

Collection of key AI agent developments and trends from 2024

Building a neural network from scratch using PyTorch

Contains all the material used for the "Applied Deep Learning for NLP Using PyTorch" meetup at AppWorks

✍️ A carefully curated list of NLP paper summaries

NLP Tutorial Outline

Introduction to the Fundamentals of RNN

Collection of latest AI agent news and developments

Contains information for the first assignment of Data Mining 2017 Fall, NTHU.

Machine Learning in the Elastic Stack

Recipes for NLP topics

Collection of recipes aiding Gen AI model development

Building RNNs using PyTorch and Google Colab

PyTorch tutorials.

Material for Elastic Virtual ML meetup on Machine Learning in the Elastic Stack

Mini blog for notes and guides on Machine Learning (Open Notes)

:smile: :worried: :joy: An emotion classification web service :smile: :worried: :joy:

:lock: Check digit algorithm - Service Security :lock:

Collection of latest news and developments in AI Agents

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

🔬 Sharing your data science notebooks with the community has never been this easy.

Master the command line, in one page

Mini blog for notes and guides on Deep Learning

This crawler is designed to crawl tweets from the Twitter APIs using keywords.

Requirements for Text Mining Summer Course (Lab Session)

Material for Data Mining Lab Session (Fall Semester @ NTHU)

Sentiment Classification with GRU and Attention Layers

Deep Learning Based Emotion Recognition With TensorFlow

Material and resources for the "Friendly Data Science" YouTube series.

A list of wonderful blogs, articles, papers, ... related to data science

Repository for the Fundamentals of RNN mini course delivered on YouTube

:bar_chart: A Visualization Tool for Mental Disorder Detection and Analysis on Social Media :bar_chart:

Shows how to setup a containerised cluster using Docker

Check out improved:

Deep Learning Based Emotion Recognition With PyTorch

My Blog - Research and Life Experience. :speech_balloon:

:gem: Matlab implementation and visualization of PCA, LDA, and K-means :gem:

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

Mini blog for notes and guides on Natural Language Processing (Open Notes)

Summarized notes on e-learning (open notes)

Data Mining Lab Session 2 (Fall 2017)

this repository accompanies my forthcoming book "Grokking Deep Learning"

:bar_chart: A visualization tool for interest analysis via emotion detection. :bar_chart:

LaTeX files for the Deep Learning book notation

Inference code for LLaMA models

A cheatlist of functions for Data Scientist

Some notes on things I find interesting and important.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

StableLM: Stability AI Language Models

Analyzing energy production with Kibana Lens

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Repo for the Deep Learning Nanodegree Foundations program.

Repository to store all the Python Textbook Companions.

A small exercice to test the filter comprehension

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Holds instructions for assignment 1 of the Data Mining course

:large_blue_diamond: :large_blue_diamond: A sinatra + ruby web app for beginners; a ruby + sinatra boilerplate :large_blue_diamond: :large_blue_diamond:

A social dating app using popular GraphDb (neo4j) and Ruby on Rails

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

An app to play around with Firebase, Node and ReactJS

A python utility script to crawl tweets from a user's profile

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

Code Samples from Neural Networks for NLP

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

:alarm_clock: AI conference deadline countdowns

Have questions to ask me directly? Try out my AMA!

A dataset with user created GIFs

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Knapsack Cipher - PK and SK cryptograpy

Just playing with nodejs and react

A set of functions that are useful when dealing with Natural Language Processing (NLP) Projects. It also includes some rules that are used to extract some concepts from pieces of text.

A sentiment analysis research / project

Basic Twitter Crawler + Emotion Classifier

A python3 version of image classification deep learning algorithm

Some of the most used Natural Language Processing (NLP) functions for information retrieval

Assignments for Tensorflow Deep Learning on Udacity

Sentiment Analysis on Amazon Food Reviews Dataset

Deep Learning models to detect hate speech in tweets

Happiness inside a job: A social netowork analysis

Oxford Deep NLP 2017 course

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

An introduction to elasticsearch

Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.

A curated list of awesome information retrieval resources

Building Your First Wordcloud with Google Colaboratory and Python

Guides and resources for NLP-related topics and research

Home of dair.ai

Visualization fun project rendered with d3, three.js and VR capabilities

This repo aim to provide a fully working out of the box data pipeline for Twitter using ELK

A python implementation of the Rapid Automatic Keyword Extraction

:construction: A rails app (Heroku-ready) for beginners; rails 5.0 boilerplate :construction:

Takeaways for Service Security course. :white_check_mark:

A self-study app

Kaggle competition

A medical imaging framework for Pytorch

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This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

Community-curated topic and collection pages on GitHub

:trophy: Show some love to your contributors! A widget for your repo README. Visual and clean. Refreshes every hour.

Spree is a complete open source e-commerce solution for Ruby on Rails.

An interactive book on deep learning. Much easy, so MXNet. Wow.

Repository for word cloud mini course

A brief guide for syncing MongoDB collections to the Elastic Stack

A python binding for crfsuite

Notes on Data Structures

Action Cable Examples

A JavaScript visualization library for HTML and SVG.

A dashboard for checking APIs status (RoR)

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

Securely share configuration documents among developers

General description of SERVSEC semester project for a sharing app

A microframework based on Werkzeug, Jinja2 and good intentions

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Transferring MongoDB to PostgreSQL using ActiveRecord / Ruby

Analytics

Schema and Engine for MongoDB to PostgreSQL database migraiton

A products metric/ranking bot

A Scalable, Geo-Replicated, Transactional Datastore

Play around app using NodeJS, Socket.io, MongoDB and ReactJS

Event / Emotion Visualizer

A website for the Bostocks.

Distributed and contextual social networking

A visualization of Beijing air pollution

A timeline-based visualization of events as they are discussed on Twitter

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Simple authorization service

Python script to do smearing/unsmearing crypthography