Stars
Universal multi-language runner and smart REPL written in Rust.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Learn System Design concepts and prepare for interviews using free resources.
Learn Low Level Design (LLD) and prepare for interviews using free resources.
Multi-agent that helps you organize and write documents.
Hummingbird compiles trained ML models into tensor computation for faster inference.
Notebooks for "Python for Signal Processing" book
Program learning to play Flappy Bird by machine learning (Neuroevolution)
Library for fast text representation and classification.
The "Python Machine Learning (1st edition)" book code repository and info resource
A Python tool that automatically cleans data sets and readies them for analysis.
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Solves a formulation of n-D space trilateration problem using a nonlinear least squares optimizer
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Observations from Ian on successfully delivering data science products
Clean implementation of feed forward neural networks
A python tutorial on bayesian modeling techniques (PyMC3)
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
The ReScience journal. Reproducible Science is Good. Replicated Science is better.
Implementing a Neural Network from Scratch
alasdairtran / mclass-sky
Forked from chengsoonong/mclass-skyA collection of active learning algorithms with applications in astronomy.
Learn python3 in one picture.
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
jaberg / hyperopt
Forked from hyperopt/hyperoptDistributed Asynchronous Hyperparameter Optimization in Python
A curated list of awesome Machine Learning frameworks, libraries and software.
A suite for basic and advanced statistics on Ruby.
A plotting library in Ruby built on top of Vega and D3.