the fact that we have confidence in our deliverables thanks in no small part to the pit of success that F# leads us down; we very, very rarely encounted bugs that we saw time and again with other languages and frameworks. Biology, modelling, algorithms, analysis, DNA computing, correct, scientific computing In our engineering group at Microsoft we use F# for several projects Microsoft Engineering Team permalink In our internal engineering group at Microsoft, F# is used for several important tools: analyzing feedback on the web. Financial services, financial modelling, derivatives, fixed income F# encourages Reason Driven Development that leads to virtually bug-free code Boston-based Financial Services Firm, Fixed Income permalink We are using F# because it considerably increases speed of software development which is crucial for a small company with. Robert Boissy Assistant Professor University of Nebraska Medical Center permalink I am involved in bioinformatics and computational genomics as a faculty member at the University of Nebraska Medical Center (unmc). Commercial, website, azure, domain-driven design, mvc Programming in F# feels like writing out ideas rather than code Maria Gorinova permalink When I started working on the T2 temporal logic prover, I knew little about termination analysis and formal verification.
Time Series Prediction with lstm Recurrent Neural Networks
This was a 4 week project with 4 machine learning experts involving a model with 100million probabilistic variables and processing 6TB of training data in real-time. # lstm for international airline passengers problem with regression framing import numpy import plot as plt from pandas import read_csv import math from dels import Sequential from yers import Dense from yers import lstm from eprocessing import MinMaxScaler from trics import mean_squared_error # convert. DSL, Excel, machine learning, correctness The simple, well-designed and powerful core of the language was perfect for introducing the fundamental concepts of functional programming. Using F I did some basic statistical calculations to determine that when you are driving is much more important than where you are driving in terms of getting stopped. The idea went viral (via 1970s-era and word of mouth, of course). We can extend the stateful lstm in the previous section to have two layers, as follows: The entire code listing is provided below for completeness. With Units of Measure I started labelling the coordinates as one or zero based and immediately found a bug where Id casually mixed the two systems. F# is definitely a language I will be recommending to clients going forward. My predecessor developed an entire pension" calculator (typically scheduled to take 300-400 man days) entirely in F# in under 100 days with no prior F# experience at all. This is called a window, and the size of the window is a parameter that can be tuned for each problem.