Stars
Fast web applications through dynamic, partially-stateful dataflow
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch…
code for Data Science From Scratch book
A C++ library providing fast language model queries in compressed space.
An Airflow docker image preconfigured to work well with Spark and Hadoop/EMR
TensorFlow examples in C, C++, Go and Python without bazel but with cmake and FindTensorFlow.cmake
Restricted Boltzmann Machines in Python.
An open-source, vendor-neutral data context service.
Deprecated, please use https://github.com/jcrist/skein or https://github.com/dask/dask-yarn instead
A playground for things that aren't interesting enough to have their own repo.
Some notes on things I find interesting and important.
Python library for arbitrary-precision floating-point arithmetic
Sample program for article "SIMD-ized searching in unique constant dictionary" (http://0x80.pl/articles/simd-search.html)
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
Ergonomic keyboards and mice, programming by voice, RSI, and standing desks.
Thousands of bird sounds visualized using machine learning.
Extended pickling support for Python objects
Example project showing how to use Hive UDFs in Apache Spark