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VanderbiltUniversity
- Nashville
- https://git.isis.vanderbilt.edu/nauga
Stars
📚 Freely available programming books
A complete computer science study plan to become a software engineer.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An opinionated list of awesome Python frameworks, libraries, software and resources.
Models and examples built with TensorFlow
🔗 Some useful websites for programmers.
A curated list of awesome Machine Learning frameworks, libraries and software.
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Streamlit — A faster way to build and share data apps.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Google Research
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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 ;)
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A game theoretic approach to explain the output of any machine learning model.
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …
AlexeyAB / darknet
Forked from pjreddie/darknetYOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
A collection of various deep learning architectures, models, and tips
Make interlinked notes in private (E2E encrypted). Share parts of it to global network of topics with deep AI integration.
Code for Machine Learning for Algorithmic Trading, 2nd edition.
A technical report on convolution arithmetic in the context of deep learning