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GPU programming related news and material links
Transformer-based Denoising AutoEncoder for Sentence Transformers Unsupervised pre-training.
A curated list of cryptography resources and links.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A curated list of engineering blogs
object detection based on owl-vit
The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well a…
A simple way to deploy PaddleOCR based on FastAPI. (PaddleOCR 的 FastAPI 快速部署方案)
Creates an EKS cluster with Terraform and deploys Airflow in Kubernetes
A curated list of causal inference libraries, resources, and applications.
Infrastructures™ for Machine Learning Training/Inference in Production.
Robyn is a Super Fast Async Python Web Framework with a Rust runtime.
Implementation of the first paper on word2vec
Confidence and Byt5 - based geotagging model predicting coordinates from text alone.
A curated list of awesome things related to FastAPI
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
A machine learning course using Python, Jupyter Notebooks, and OpenML
📺 Discover the latest machine learning / AI courses on YouTube.
Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
Simple Implementation of Pix2Seq model for object detection in PyTorch
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
Translate natural language queries into SQL using GPT 3
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
Master programming by recreating your favorite technologies from scratch.
RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Syst…
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Python code for "Probabilistic Machine learning" book by Kevin Murphy