Repository Index

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

• inpainting
• inpainting-methods
• inpainting-algorithm
• computer-vision

Build, Manage and Deploy AI/ML Systems

• machine-learning
• model-management
• ai
• ml

Techniques for deep learning with satellite & aerial imagery

• deep-learning
• deep-neural-networks
• satellite-imagery
• pytorch

Data science interview questions and answers

• data-science
• machine-learning
• interview-questions
• data-science-interviews

UAParser.js: The Essential Web Development Tool for User-Agent Detection. Detect Browsers, OS, Devices, Bots, Apps, AI Crawlers, and more. Run in Browser or Node

• user-agent-parser
• browser-detection
• user-agent
• client-hints

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

• deep-learning
• text-to-speech
• python
• pytorch

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

• cookiecutter-data-science
• cookiecutter
• cookiecutter-template
• data-science

A unified framework for machine learning with time series

• time-series
• machine-learning
• scikit-learn
• time-series-classification

PhotoMaker [CVPR 2024]

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

• machine-learning
• python
• data-science
• automl

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

• data-science
• python
• machine-learning
• pycaret

Custom Jupyter Notebook Themes

• jupyter
• jupyter-notebook
• theme
• css

cuDF - GPU DataFrame Library

• gpu
• rapids
• cudf
• arrow

A python library for user-friendly forecasting and anomaly detection on time series.

• python
• time-series
• forecasting
• machine-learning

Deep learning library featuring a higher-level API for TensorFlow.

• tflearn
• tensorflow
• neural-network
• deep-learning

A declarative JavaScript library for application development using cloud services.

• react
• cloud-service
• metrics
• javascript

Automatic extraction of relevant features from time series:

• data-science
• feature-extraction
• time-series

A terminal spreadsheet multitool for discovering and arranging data

• python
• cli
• csv
• tsv

:bar_chart: A D3-based reusable chart library

• chart
• d3
• graphics
• data-visualization

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

• machine-learning
• decision-trees
• gradient-boosting
• gbm

Learning Convolutional Neural Networks with Interactive Visualization.

• deep-learning
• visualization
• interactive-visualizations
• visual-learning

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

• spark
• acid
• big-data
• analytics

Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go

• sloccount
• cloc
• complexity
• tokei