Rubén Darío Castillo's starred repositories
typewriterjs
A simple yet powerful native javascript plugin for a cool typewriter effect.
airflow-mlflow
MLOps stack example using Airflow, MLflow and other popular tools.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
instagram-scraping
NodeJS module for scraping instagram media by hashtag
sagemaker-distributed-training-digital-pathology-images
Distributed training of digital pathology tissue slide images using SageMaker and Horovod.
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
metaflow-transformers-tutorials
Metaflow tutorials for ODSC West 2021
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
great_expectations
Always know what to expect from your data.
PaddleSpeech
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
client_python
Prometheus instrumentation library for Python applications
scrapy-proxies
Random proxy middleware for Scrapy
requests-ip-rotator
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.
deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
sagemaker-tensorflow-training-toolkit
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
CharCnn_Keras
The implementation of text classification using character level convoultion neural networks using Keras
character-based-cnn
Implementation of character based convolutional neural network
sagemaker-training-toolkit
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.