A Comprehensive Toolkit for High-Quality PDF Content Extraction

Run R containers on AWS Lambda

Example code for Our Python Fundamentals LiveLessons Videos

Bootstrap Kubernetes the hard way. No scripts.

Parallel computing with task scheduling

Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics

RAPIDS Community Notebooks

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

KDD conf

An R-based interface for loom files

Evaluating access and memory usage of different matrix types

Benchmarking R & Bioconductor performance working with large-scale single-cell data

a long-read error correction tool using the multi-string Burrows Wheeler Transform

Active Learning Workshop Materials

A high-performance, concurrent hash table

Face recognition using Tensorflow

TripletLoss used in Google's FaceNet paper

Face recognition with deep neural networks.

A global, black box optimization engine for real world metric optimization.

In-memory nucleotide sequence k-mer counting, filtering, graph traversal and more

Seamless R and C++ Integration

Deep Learning and Unsupervised Feature Learning Tutorial Solutions

Deep Learning (Python, C, C++, Java, Scala, Go)

A flexible framework of neural networks for deep learning

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

A python wrapper for Barnes-Hut tsne

Numpy and Theano bindings for Baidu's warp-ctc

Fast parallel CTC.

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running mat…

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…