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advance-lane-detection

advance-lane-finding

anomaly

📉 A simple framework to compare time series anomaly detection algorithms

artificio

Deep Learning Computer Vision Algorithms for Real-World Use

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

behavioral-cloning

benchmarking-and-mli-experiments-on-the-adult-dataset

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

cnnvisualizer

Visualizer for Deep Neural Networks

coursera-mathematics-for-ml-pca

These are solutions for 4 weeks of Principal Component Analysis course in Python.

cs231n.github.io

Public facing notes page

dash-sample-apps

Apps hosted in the Dash Gallery

data_science_delivered

Observations from Ian on successfully delivering data science products

data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

datashapley

Data Shapley: Equitable Valuation of Data for Machine Learning

deoldify

A Deep Learning based project for colorizing and restoring old images

depiction

interpret deep learning models in a framework-independent fashion

detecto

Build fully-functioning computer vision models with PyTorch

devise-keras

Interpretable Image Search by Priyam Tejaswin and Akshay Chawla

eigenfish

Python 3 package for automated fish detection and labeling

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

elih

ELIH: Explain Machine Learning predictions like I'm a human

eth-cs-notes

Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich

eth-feaml-spring19

Project for the FEAML course, Spring 2019

explaining_predictions_with_lime

extended-kalman-filter

fish_detection

Fish detection using Open Images Dataset and Tensorflow Object Detection

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

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.

ibd

IBD: Interpretable Basis Decomposition for Visual Explanation