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Juno provides the flexibility of a traditional IDE with the convenience of a notebook in a hybrid canvas programming style. It includes a number of powerful editing features such as auto-completion, real-time feedback, unicode symbols and operators, to name a few. Juno is an extension to the popular Atom editor with all the capabilities provided by Atom. More details about Juno can be found at junolab.org.
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Economics and Finance
Miletus is a powerful financial contract definition and modeling language, along with a valuation framework written in Julia. The idea originated in research papers by Peyton Jones and Eber [PJ&E2000], [PJ&E2003].
Miletus allows for complex financial contracts to be constructed with a combination of simple primitive components and operations. When viewed through the lens of functional programming, this basic set of primitive objects and operations form a set of "combinators" that can be used in the construction of more complex financial constructs.
Miletus provides both basic the primitives for the construction of financial contract payoffs as well as a decoupled set of valuation model routines that can be applied to various combinations of contract primitives. In Miletus, these "combinators" are implemented through the use of Julia's user-defined types, generic programming, and multiple dispatch capabilities.
The Bloomberg APIs provide easy access to real-time market data as well as historic data. The data can be directly loaded and analysed effortlessly.
JuliaFin provides a variety of modelling and pricing engines, a high performance time series data store, as well as interoperability with various databases and data feeds. This will allow traders to quickly price options under a variety of models and automatically identify potential arbitrage opportunities, quants to develop and backtest new strategies, and risk analysts to efficiently manage portfolio risk and counterparty exposure.
Pumas.jl is a Julia package for the pharmaceutical industry and it stands for Pharmaceutical Modeling and Simulation. It is used for simulation and estimation of quantitative pre-clinical and clinical pharmacological models. This includes pharmacokinetic and pharmacodynamic (PK/PD), physiologically based pharmacokinetic (PBPK), and quantitative systems pharmacology (QsP) models. Pumas can also perform non-compartmental analysis (NCA), bioequivalence and invitro-invivo correlation (IVIVC) analysis providing a common toolset to perform all analysis in the horizontal of clinical drug development. Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloud computing setups in conjunction with others products of Julia Computing like JuliaTeam and JuliaRun. More details about Pumas.jl can be found at Pumas.ai.