John Tapias's starred repositories
attentions
PyTorch implementation of some attentions for Deep Learning Researchers.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
MLOps-Roadmap
MLOps-Roadmap-2023 is a repository that provides a comprehensive and up-to-date guide for anyone who wants to learn and master machine learning operations (MLOps).
quivr
Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework
ml-engineer-roadmap
WIP: Roadmap to becoming a machine learning engineer in 2020
pytorch-original-transformer
My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
jupyter-summarytools
summarytools in jupyter notebook
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Programacion-1Vrainx
Repositorio para almacenar los cód del curso de Programación 1
programacion-1-vrainx
Repositorio para almacenar los cursos de programación 1
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.