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awesome-time-series-explainability

A list of (post-hoc) XAI for time series

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

consumer

coursera

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

cvnd---image-captioning-project

cvnd-udacity

Computer Vision Nanodegree program from Udacity

cvnd_exercises

Exercise notebooks for CVND.

cvnd_localization_exercises

Notebooks for learning about object motion and localization methods in the last section of CVND.

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

fastbook

Draft of the fastai book

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

leetcode_100

solve top100 leetcode problems

master_project-mouth-state-detection

Open/Closed Mouth State Detection for Robot-Assisted Drinking Task

master_thesis

Modification of YOLOv3(Keras) for object distance estimation

opencv_python_ex

p1_facial_keypoints

First project for CVND: facial keypoint detection.

recsys-materials

Self-Learning for 'building Recommender Systems with Machine Learning and AI' via LinkedIn

shap

A unified approach to explain the output of any machine learning model.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

titanic-data-analysis

Getting started with Captum - Titanic Data Analysis

ts-interpretability-benchmark

udacity_cv

Self-learning through Udacity course

udemy-machine-learning-a-z