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Merge pull request #493 from QuantEcon/new-release
Release of version 0.4.5
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README.md

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## Major Changes
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### Ver 0.4.5 (08-July-2019)
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**Merged pull requests:**
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- ENH: Add `LQMarkov`. [\#489](https://github.com/QuantEcon/QuantEcon.py/pull/489) ([shizejin](https://github.com/shizejin))
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- FIX: Increase `tol` in `rouwenhorst` test. [\#492](https://github.com/QuantEcon/QuantEcon.py/pull/492) ([shizejin](https://github.com/shizejin)) to fix [\#491](https://github.com/QuantEcon/QuantEcon.py/issues/491)
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- TRAVIS: Set coverage branch as `linux`. [\#490](https://github.com/QuantEcon/QuantEcon.py/pull/490) ([shizejin](https://github.com/shizejin))
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- FIX: DOC: Remove `matplotlib.sphinxext.only\_directives` [\#488](https://github.com/QuantEcon/QuantEcon.py/pull/488) ([oyamad](https://github.com/oyamad))
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### Ver 0.4.4 (24-May-2019)
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1. FEAT: Add drift term keyword to `markov.tauchen`. [\#484](https://github.com/QuantEcon/QuantEcon.py/pull/484) ([shizejin](https://github.com/shizejin))

quantecon/version.py

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"""
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This is a VERSION file and should NOT be manually altered
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"""
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version = '0.4.4'
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version = '0.4.5'

setup.py

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#-Write Versions File-#
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#~~~~~~~~~~~~~~~~~~~~~#
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VERSION = '0.4.4'
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VERSION = '0.4.5'
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def write_version_py(filename=None):
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"""

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