awesome-data-science-viz
:boom: :chart_with_upwards_trend: A curated list of data science, analysis and visualization tools
https://github.com/quantmind/awesome-data-science-viz
Last synced: 10 days ago
JSON representation
Data
Aggregators
Explore
Sources
Storage
Images
Frameworks
- SimpleCV
- Noteshrink
- srez - resolution through deep learning
- CovNetJS
- match
Resources
- Convolutional neural network - forward artificial neural network that have successfully been applied to analyzing visual imagery.
Languages
JavaScript
Python
Machine Learning
Examples
- AIMA python - Intelligence-Approach-Stuart-Russell/dp/1292153962)
- TensorFlow Examples
Frameworks
Neural networks
Reinforcement Learning
- Keras-rl
- Gym
- TFLearn - level API for [TensorFlow][].
- Tensorforce
Resources
- Awesome Machine Learning
- TopDeepLearning
- Probabilistic Programming and Bayesian Methods for Hackers - first, mathematics-second point of view. All in pure Python
- Data science ipython notebooks
- Python data-science handbook
- Dive into machine learning
- Deep Learning Papers Reading Roadmap
NLP
Analysis
- huggingface/transformers - of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0
- Natural Language Toolkit
- fastText
- TextBlob - of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation, and more.
- langdetect - detection library to Python.
- SpaCy
- simhash - duplicate web documents
Examples
Resources
Tools
- dataprofiler - level CNN.
- inflect.py
Visualization
D3 based libraries
- brite Charts
- C3.js - based reusable chart library
- dc.js - Dimensional charting built to work natively with crossfilter rendered with d3.js
- d3-visualize - view](https://github.com/quantmind/d3-view) based reactive data-visualization library - alpha
- semiotic
- tau Charts
- Vega
- Vega-lite - level grammar of interactive graphics
- d3-waffle
JavaScript Libraries
- Chart.js
- G2 - driven visual language with a high level of usability and scalability
- plotly.js
- frappe/charts
- GraphicsJS