Roadmap to becoming an Artificial Intelligence Expert in 2022
Repository Index
47,133 repositories indexed
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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
WebGL2 powered visualization framework
- webgl
- data-visualization
- javascript
- visualization
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
- matplotlib
- jupyter-notebook
- python
- generative-art
Webpack plugin and CLI utility that represents bundle content as convenient interactive zoomable treemap
- webpack
- webpack-bundle-analyzer
- analyze
- bundle
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
- dataframe
- python
- bigdata
- tabular-data
React friendly API wrapper around MapboxGL JS
- react
- map
- mapbox-gl-js
- mapbox-gl
Python Data. Leaflet.js Maps.
- data-science
- data-visualization
- javascript
- maps
Toturials coming with the "data science roadmap" picture.
🔥 JavaScript Library for HTML5 canvas based heatmaps
- heatmaps
- data-visualization
- heat-maps
- dataviz
The AI-native JSON Gantt chart engine. Dependency-free interactive timelines with React, script-tag, CLI, topological DAG solver, and formal JSON schema.
- ai-tools
- critical-path
- dag
- data-visualization
A list of D3 libraries, plugins and utilities
🌎 Large-scale WebGL-powered Geospatial Data Visualization analysis engine.
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
- google-earth-engine
- gis
- remote-sensing
- image-processing
🆔 The easy-to-use OpenStreetMap editor in JavaScript.
- openstreetmap
- d3
- editor
- mapping
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
- ipyleaflet
- folium
- mapping
- python
Composable SVG map charts for data visualization in React
StellarGraph - Machine Learning on Graphs
- graphs
- machine-learning
- machine-learning-algorithms
- graph-convolutional-networks
A tool for analyzing the size of compiled Go binaries, offering cross-platform support, detailed breakdowns, and multiple output formats.
- binary
- golang
- symbol
- visualization
R Package for 2D and 3D mapping and data visualization
Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
Cartopy - a cartographic python library with matplotlib support
- cartopy
- matplotlib
- python
- geometry