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: about 8 hours ago
JSON representation
-
Machine Learning
-
Reinforcement Learning
- Tensorforce
- Keras-rl
- Gym
- TFLearn - level API for [TensorFlow][].
-
Resources
- Probabilistic Programming and Bayesian Methods for Hackers - first, mathematics-second point of view. All in pure Python
- TopDeepLearning
- Python data-science handbook
- Dive into machine learning
- Deep Learning Papers Reading Roadmap
- Awesome Machine Learning
- Data science ipython notebooks
-
Frameworks
-
Neural networks
-
Examples
- AIMA python - Intelligence-Approach-Stuart-Russell/dp/1292153962)
- TensorFlow Examples
-
-
NLP
-
Analysis
- simhash - duplicate web documents
- fastText
- SpaCy
- huggingface/transformers - of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0
- Natural Language Toolkit
- TextBlob - of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation, and more.
- langdetect - detection library to Python.
-
Tools
- dataprofiler - level CNN.
-
Examples
-
Resources
-
-
Images
-
Frameworks
- match
- SimpleCV
- Noteshrink
- srez - resolution through deep learning
- CovNetJS
-
Resources
- Convolutional neural network - forward artificial neural network that have successfully been applied to analyzing visual imagery.
-
-
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-lite - level grammar of interactive graphics
- Vega
- d3-waffle
-
JavaScript Libraries
- Chart.js
- plotly.js
- G2 - driven visual language with a high level of usability and scalability
- frappe/charts
- GraphicsJS
-
Resources
-
Python Libraries
-
Digital Art
-
-
Languages
-
Data
-
Explore
-
Sources
-
Aggregators
-
Storage
-
Programming Languages
Sub Categories
Keywords
python
13
machine-learning
12
deep-learning
8
tensorflow
6
data-science
5
visualization
5
svg
5
nlp
5
javascript
4
natural-language-processing
4
chart
4
graph
3
charts
3
pandas
3
canvas
3
d3
3
statistics
2
numpy
2
data-visualization
2
matplotlib
2
scikit-learn
2
visualization-grammar
2
jupyter-notebook
2
vega
2
webgl
2
graphics
2
nltk
2
vision
2
pytorch
2
data-analysis
2
crawler
2
programming
1
aws
1
big-data
1
caffe
1
hadoop
1
kaggle
1
keras
1
mapreduce
1
python-3
1
pattern
1
interactive-visualizations
1
theano
1
spark
1
scipy
1
awesome
1
collections
1
python-framework
1
python-library
1
python-resources
1