Machine Learning Top 10 Open Source Projects for the Past Month (v.Sep 2018)

For the past month, we ranked nearly 250 Machine Learning Open Source Projects to pick the Top 10. We compared projects with new or major release during this period. Mybridge AI ranks projects based on a variety of factors to measure its quality for professionals.

Average number of Github stars in this edition: 728 ⭐️
Topics: Research Framework, AutoML library, Deep Learning, PyTorch, TSNE, Algorithm Toolbox, Fairness-ai, Deepdetect, ZOMBIES

Open source projects can be useful for programmers. Hope you find an interesting project that inspires you.

Course of the month:

A) Beginners: Cluster Analysis and Unsupervised Machine Learning in Python. [1,065 recommends, 4.5/5 stars]

B) The Data Science Course 2018: Complete Data Science Bootcamp. [869 recommends, 4.5/5 stars]

Rank 1

Dopamine: A research framework for fast prototyping of reinforcement learning algorithms - Google [★5254]

Rank 2

TransmogrifAI: An AutoML library for building modular, reusable, strongly typed machine learning workflows on Spark with minimal hand tuning [★865]

Rank 3

Deep-Exemplar-based-Colorization: The source code of "Deep Exemplar-based Colorization". [★74]

Rank 4

YOLOv3: Training and inference in PyTorch. A state-of-the-art, real-time object detection system [★348]

Rank 5

Mantra: A high-level, rapid development framework for machine learning projects [★253]

Rank 6

FastTSNE: Fast, parallel implementations of tSNE. A visualization of 160,796 single cell trasncriptomes from the mouse nervous system computed in exactly 2 minutes using FFT accelerated interpolation [★237]

Rank 7

Evolute: A simple tool for quick experimentation with evolutionary algorithms for numerical optimization. [★111]

Rank 8

AIF360: An open-source library to help detect and remove bias in machine learning models. This includes metrics for datasets and models to test for biases, explanations for these metrics, and algorithms to mitigate bias in datasets and models. [★107]

Rank 9

DeepSort: AI powered image tagger backed by DeepDetect [★84]

Rank 10

Zombie-Shooter-Neural-Network: Code that is used in "AI learns to shoot ZOMBIES" [★4]