Emmanuel Echeonwu's repositories
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
AIX360
Interpretability and explainability of data and machine learning models
AMMI_2020_Deep_learning_review
The Deep learning course revision materials
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
deeplearning-models
A collection of various deep learning architectures, models, and tips
fastText
Library for fast text representation and classification.
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
kernelmethods
Foundational library for Kernel methods in pattern analysis and machine learning
kmer
A Python code for generating k-mer features for a set of DNA/ genomic sequences.
lale
Library for Semi-Automated Data Science
learn2learn
A PyTorch Library for Meta-learning Research
lit
The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.
OTML_Statlearn2018
Courses and practical sessions for the Optimal Transport and Machine learning course at Statlearn 2018
POT
POT : Python Optimal Transport
pycon_time_series
PyCon 2017 tutorial on time series analysis
PyTorch-1.x-Reinforcement-Learning-Cookbook
PyTorch 1.x Reinforcement Learning Cookbook, published by Packt
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorchviz
A small package to create visualizations of PyTorch execution graphs
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
sent2vec
General purpose unsupervised sentence representations
skorch
A scikit-learn compatible neural network library that wraps pytorch
sktime
A scikit-learn compatible Python toolbox for machine learning with time series
sourmash
Compute and compare MinHash signatures for DNA data sets.
sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
texthero
Text preprocessing, representation and visualization from zero to hero.
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"