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3d-force-graph

3D force-directed graph component using ThreeJS/WebGL

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

bokeh

Interactive Data Visualization in the browser, from Python

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

darknet

YOLOv4v / Scaled-YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dell-xps-9570-ubuntu-respin

Collection of scripts and tweaks to adapt Ubuntu 18.04 running smooth on Dell XPS 15 9570.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

grokking-the-object-oriented-design-interview

install-tensorflow-on-ubuntu-17.10-

Quick install guide for Ubuntu 17.10

it-cert-automation-practice

Google IT Automation with Python Professional Certificate - Practice files

kubeflow

Machine Learning Toolkit for Kubernetes

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

ludwig

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

mlflow

Open source platform for the machine learning lifecycle

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pyrival

⚡ Competitive Programming Library

pytext

A natural language modeling framework based on PyTorch

python-regex-cheatsheet

Python 2.7 Regular Expression cheatsheet, as a restructured text document and Makefile to convert it to PDF

rnnlm

A Recurrent Neural Network Language Model implemented in Theano with a python-curses UI

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).