Vanessa Vargas's repositories
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.
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
acousticbrainz-genre-dataset
The AcousticBrainz Genre Dataset
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Awesome-of-Long-Tailed-Recognition
A curated list of long-tailed recognition resources.
cmwetherell.github.io
Chess simulations
DeepLearningForAudioWithPython
Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
minimal
A Theme for GitHub Pages
PlantVillage-Dataset
Dataset of diseased plant leaf images and corresponding labels
quiver
Interactive convnet features visualization for Keras
tidytuesday
Official repo for the #tidytuesday project
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
zero-to-mastery-ml
[WORK IN PROGRESS] All course materials for ZTM ML on Udemy