Cheat Sheet
How to
Random Notes

Data Visualization and Analysis Handbook
- Data Visualization and Analysis Handbook (Apr 2019 v2)
- Data Visualization and Analysis Handbook (2022)
Data Visualization
- Data Visualization in Excel
- Data Visualization in Python

Machine Learning

Machine Learning Packages
Data Processing
Feature Engineering
- tsfresh Introduction
- Wavelet Transforms
  - 1. PyWavelets - Wavelet Transforms in Python
Feature Selection
- Summary of advanced feature selection methods - Jul 2022
- Accurate and fast feature selection workflow for high-dimensional omics data
Hyperparameter Tuning
- hyperparameter tuning packages
Model Selection
- Model Performance Evaluation Metrics for Classification Problems
Miscellaneous

Literature Review
- Kaggle Notes
Deep Learning Models
- Temporal Convolutional Network (TCN)
  - 1. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
  - 2. Temporal Convolutional Networks for the Advance Prediction of ENSO
- TabNet - Attentive Interpretable Tabular Learning
Transfer Learning
- Mayo Clinic - STRIP AI - Transfer Learning with pytorch pretrained resnet

Reinforcement Learning

Q-learning

Financial Machine Learning

Quantative Finance Packages in Python - Aug 2022
Portfolio Management
- Portfolio Optimization
Time Series
Technical Indicators
TASC - The Traders Tips section

3_machine_learning
2_feature_enginnering
wavelets
2020-12-30-wavelets1.md

PyWavelets - Wavelet Transforms in Python

How to install python package ? pip install PyWavelets

Official documentation pywavelets

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GitHub: Homepage; Issues; Download

This Software is under the terms of The Unlicense.