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With the development of technology and the abundance of data, many novel methods like artificial intelligence and machine learning have emerged for quantitative finance. This work tries to build a framework with screening function to help investors create a portfolio of stocks based on data from multiple sources, including historical trading data, factor data, financial data and media data. The framework integrates scoring and screening models. The scoring model consists of Seq2Seq model using historical trading data and a factor model using a new bottom-up discretization method while the screening model is composed of a novel discriminative model and a media model based on the weighted stock relation graph. Two types of model are fused to select portfolio with screening ability. This framework has been verified in China���s A-share market, and is proved to be effective. We also noticed that the fused model is sensitive to the scale of selected stocks and the length of prediction period, which means it can be quickly adjusted according to our trading strategy.

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This repository release presents the code and data used to perform all analyses in Staton et al.: Evaluation of Methods for Spawner-Recruit Analyses in Mixed-stock Pacific Salmon Fisheries. The main text can be found under DOI: 10.1139/cjfas-2019-0281 It is considered final because the manuscript has successfully passed the review process and has been accepted for publication.

This package contains different generic plotting functionalities for the Center for Sustainable Energy Systems (ZNES) based on the pandas and numpy package. Notes: The package can be installed using the pip installer e.g. using pip install -e znes_plotting

An analysis of project gutenberg novels

Dependencies AMReX: 22.09 PICSAR (development, incl. QED): 4252e567089fce30d2a3a82d78998e8d3d8220c2 picmistandard: release 0.0.19 openPMD-api: releases 0.14.2-0.14.* List of PRs merged since the last release This list was generated with git log 22.08.. --format='- %s' Release 22.09 (#3365) add boosted frame notes to usage FAQ (#3245) Docs: abort_on_unused_inputs (#3364) Remove some magic numbers (#3355) Initialize user defined runtime attributes in AddPlasmaFlux (#3359) Perlmutter: Specify "regular" QOS (#3362) Spack Envs: Debian (#3360) Fix a bug in AddPlasma (#3351) ABLASTR: Add Nodal Gather Functions (#3357) make variables constexpr (#3354) Perlmutter: Work-Around CUDA-Aware MPI & Slurm (#3349) Fix few "magic constants" & undefined variables found with clang-tidy (#3346) AMReX: Weekly Update (#3348) Python: 3.7+ (#3342) Docs: Add description of Python APIs in libwarpx (#3310) Fix Bugs w/ Current Correction and Vay Deposition (#3290) Fixed plasma lens residence correction to allow a short lens (#3318) Order-independent rho_<species> with RZ and openPMD (#3338) Use proper units for momenta, in BoundaryScrapingDiagnostic (#3240) Docs: Improve Nsight Systems Section (#3102) Spack: Fix Typo in curl (previous commit) MultiParticleContainer: Prevent Bugs in Some setVal Calls (#3266) Performance Hint: Too Many Boxes / GPU (#3269) Docs: Spack Desktop Environment (#3326) [pre-commit.ci] pre-commit autoupdate (#3334) AMReX: Weekly Update (#3333) CI: Clean up Analysis of Galilean Tests (#3322) Remove outdated comments from example input files (#3332) Updated Docs/README.md (#3328) shift BTD lab frame bounds by half a cell to prevent round off errors (#3330) Docs: Add NAPAC'22 Paper (#3314) (#3316) Fix Docs for psatd.update_with_rho (#3325) Wheel: Separate Directory (#3320) Docs: Lassen diable MPI-I/O file lock (#3303) Allow filtering in z with RZ FDTD (#3281) Docs: Add NAPAC'22 Paper (#3314) ABLASTR: Fix Missing Include (#3313) Windows CI: Abort on First Error (#3312) Move handling of do_not_deposit to physics callers (#3225) AMReX: Weekly Update (#3315) Fill Guard Cells of Fields and Currents Independently (#3302) Enable Particle RZ BackTransformed Diagnostics (#3309) Docs: Add Input Parameter psatd.use_default_v_galilean (#3304) isort: AMReX, WarpX, etc. as First Party (#3307) Initialize particle runtime attributes inside AddNParticles (#3272) PICMI: Fix Bug in Class Species Init (#3286) Fix out of bounds array access with Particle Scraping + Continuous Injection (#3294) AMReX: Weekly Update (#3293) Doc: PICMI Parameters (#3291) Use extended box array in setting par GDB for BTD (#3285) CoarsenIO::Coarsen : mf_tmp to be constructed with ngrowvect (#3288) Fix Checksums & Analysis: Skip cpu & id (#2924) Species variables in diagnostics: deal with runtime components (#3218) Regressions: remove tolerance (#3287) Docs: Update Intro PFS OLCF (#3284) Docs: Lassen HDF5 Perf. Hints (#3264) Implement output of scraped particles at domain boundaries (#3274) SyncCurrent: Pass References To Current MultiFabs (#3277) [pre-commit.ci] pre-commit autoupdate (#3278) Remove duplicated parameter in QED inputs (#3275)

Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network[NOSSDAV'18]

This has been created to offer a permanent snapshot of https://github.com/staphopia/staphopia-web.

This dissertateUSU an R package for writing a dissertation or thesis at Utah State University. It is specifically designed to work with the formatting requirements of Utah State University but provides a semi-flexible framework to work with other universities. It was largely inspired by both bookdown and rticles R packages.