alejandrods

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

keras

Deep Learning for humans

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

progressbar.js

Responsive and slick progress bars

BentoML

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

kafka-python

Python client for Apache Kafka

NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

model_search

nginx-certbot

Boilerplate configuration for nginx and certbot with docker-compose

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

docarray

Represent, send, store and search multimodal data

Atlas

Atlas: End-to-End 3D Scene Reconstruction from Posed Images

atvImg

PyABSA

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

shinyjs

💡 Easily improve the user experience of your Shiny apps in seconds

ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

aws-lambda-base-images

Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

evilTrust

Herramienta ideal para el despliegue automatizado de un Rogue AP con capacidad de selección de plantilla + 2FA. No requiere de conexión cableada.

mapbox-gl-js-offline-example

Sample vector tiles displayed with local copy of MapBox GL JS

sodaverse

🥤🧑🏻‍🚀Code and dataset for our EMNLP 2023 paper - "SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization"

jena-docker

Docker image for Apache Jena riot

phrase-bert-topic-model

ru102py

The example project for Redis University's RU102PY course.

VocPrez

A tool (API and web front-end) for the read-only delivery system of SKOS vocabularies.

COMP5318

Tutorial materials for COMP5318-USYD