Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python
...Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted). Cut development cut development time by 80%. Your prototype is your solution. Create automatic pipelines for any model.