jwatq's repositories
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Audio-Classification
Code for YouTube series: Deep Learning for Audio Classification
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dsbook
Repository for data science book
from-python-to-numpy
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
numpy-100
100 numpy exercises (with solutions)
practical-statistics-for-data-scientists
Code repository for O'Reilly book
predict-remaining-useful-life
Predict remaining useful life of a component based on historical sensor observations using automated feature engineering
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
rul_using_CNN_LSTM
Predict remaining useful life of a machine from it's historical data using CNN and LSTM
Sound-based-bird-species-detection
Deep Learning project: Neural Networks (audio and image analysis and processing), Flask App