448 Commits

Author SHA1 Message Date
Louis Szeto 9eb71e1543 Mean Reversion Portfolio Construction Model (#6519)
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* MRP

* Fix bug

* Rename

* Provide virtual `GetPriceRelative` function to override for any variants in future

* SymbolData class within model

* Address peer review

* fix bug

* revise unit test and fix bug in python model

* revise unit test and fix bug in model

* Revise regression statistics

* Revise regression statistics

* Revise regression statistics

* Revise regression statistics

* Revise regression statistics

* Address peer review

* Updated unit tests according to peer review

* Address peer review
2022-08-04 11:20:11 -03:00
Martin-Molinero 18eec48a3d Avoid PythonNet runtime stash on shutdown (#6441)
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* Can't relesase the GIL after shutdown

* Bump version to pythonnet 2.0.16
2022-06-27 13:04:01 -03:00
Jhonathan Abreu 69dd4fc638 Fixed bug for trailing stop model tracking original security price (#6356)
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* Reproduce TrailingStopRiskManagementModel bug with test case

* Fix TrailingStopRiskManagementModel to make it relative to max price

* Adapted old TrailingStopRiskManagementModel test to new implementation

* Fix TrailingStopRiskManagementModel Python version

* Fixed TrailingStopRiskFrameworkAlgorithm regression tests data

* Handling both long and short positions in TrailingStopRiskManagementModel

* Traking holdings value instead of unrealized profit in TrailingStopRiskManagementModel

* Checking for position side change in TrailingStopRiskManagementModel

* Handling immediate liquidation in TrailingStopRiskManagementModel
2022-05-26 19:50:54 -03:00
Derek Melchin d7558406c8 Set default constructor values to match those in Python (#6348)
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The Python implementation of this Alpha model sets some default values for `lookback` and `resolution`.
https://github.com/QuantConnect/Lean/blob/aaba566954e995053eb97656b05e06a3984fc9fb/Algorithm.Framework/Alphas/PearsonCorrelationPairsTradingAlphaModel.py#L23-L24
2022-05-23 21:31:48 -03:00
Martin-Molinero 00dd3dbd2c Bump to pythonNet 2.0.15 (#6342)
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2022-05-18 13:09:45 -03:00
Martin-Molinero eb995b86ea Update to pythonNet 2.0.14 (#6322)
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* Update to pythonNet 2.0.14

* Add unit test reproducing issue
2022-05-06 17:29:55 -03:00
Martin-Molinero b7a21ce4be Update to net6 (#6311)
* Update to net6

* Bump pythonNet to 2.0.13
2022-05-03 11:45:55 -03:00
Martin-Molinero b9d3d99917 Bump pythonNet version 2.0.12 (#6310)
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* Updates after pythonNet rebase

* Bump pythonNet version 2.0.12

* Fix exception types being thrown
2022-05-02 14:38:50 -03:00
Ricardo Andrés Marino Rojas cde4743ca7 Warm up EmaCrossAlphaModel indicators (#6270)
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* Warm up EmaCrossAlphaModel

Warm Up EmaCrossAlphaModel indicators

* Fix regression test bug

When using the default `EmaCrossAlphaModel()` the period of both indicators to be ready is bigger than the difference between the start date and the end date of the algorithm. Then, as the algorithm didn't warm up the data both indicators of EmaCrossAlpha never were ready, but now as the model warms up the data both indicators are ready so we get different statistics

* Requested change

* Fix unit tests

As there wasn't items in `AddedSecurities`, when trying to remove the items in ´RemovedSecurities´ there was nothing to remove because there was never a security in `_symbolDataBySymbol`. That's why, in order to test, the behavior of `EmaCrossAlphaModel` when removing a security we need to first add one to then remove it.

* Requested changes in Python

- Requested changes in Python
- Nit changes

* Nit change

* Requested Changes

* Add RemoveConsolidators() method in Python version
2022-04-01 12:15:35 -03:00
Martin-Molinero de57cedc5a Make continuous future untradable (#6252)
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* Make continuous futures untradable

- To match live trading behavior. Adjust continuous futures securities
  to be untradable

* Set ContinuousFuture as non tradable

- Set continuous futures as non tradable. Update regression algorithms
- Fixes for symbol capacity calculation
2022-03-14 14:23:26 -03:00
Martin-Molinero 10bb627fc2 Update to pythonNet 2.0.11 (#6131)
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2021-12-27 15:49:24 -03:00
Martin-Molinero 68e2a9170a Do not send internal SecurityChanges to Algorithm (#6118)
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* Do not send internal SecurityChanges to Algorithm

- Will not send internal security changes to the Algorithm by default.
  Following custom security changes filter pattern. Updating regression
  algorithms to assert behavior.
- The universe member will know wether it was added with internal
  configurations or not

* Address reviews use a separate collection for internals

* Refactor solution. Adding security changes constructor class
2021-12-21 20:24:32 -03:00
Martin-Molinero ad865e2a53 Add new CustomWeight, AlphaModel for AlphaStreams (#6052)
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- Add new CustomWeight PCM for alpha streams
- Add new AlphaStreams AlphaModule that will handle security additions
  and removals, removing this logic from AlphaStreamsBasicTemplateAlgo
2021-11-15 14:33:16 -03:00
Ricardo Andrés Marino Rojas 3c1ddb7b96 Enable Warm Up process in MacdAlphaModel (#6037)
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* Warm up MACD indicators
- When a security is added in the MACD alpha model, it's warm up at once

* Add unit tests

* Nit change

* Code style and nit changes
2021-11-04 12:15:32 -03:00
Martin-Molinero 58ccdee1b1 PythonNet version bump 2.0.10 (#6010)
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2021-10-22 20:27:38 -03:00
Colton Sellers 6bd2859f64 Update to PythonNet 2.0.9 (#6004)
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2021-10-21 20:06:38 -03:00
Colton Sellers cff3640f15 Update to PythonNet 2.0.8 (#5978)
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2021-10-13 20:19:06 -03:00
Martin-Molinero 1d6fed8843 Update python to 2.0.7 (#5968)
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2021-10-08 12:55:14 -03:00
Martin-Molinero b251cffc2f Alpha Streams improvements (#5887)
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* Few improvements

- Alpha Streams algorithm will add target securities right away
- If algorithm is warming up PortfolioTargetCollection will emit not
  insight
- Fix local disk factor file provider to use local cache instead of data
  folder
- EWAS PCM will not emit targets for securities which have not been
  added by the algorithm yet, to avoid runtime exception

* Fix GetLastKnownPrice default order adding more unit tests
2021-09-01 13:12:26 -03:00
Martin-Molinero 933e5ce6ca Alpha Streams improvements (#5876)
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* Alpha Streams improvements

- Warmup added securities so we can trigger an order right away
- Fix bug where AddSecurity returned a security which was not the one
  being used
- Fix bug where EWAS PCM would remove from a dictionary while iterating
  over it

* Fix unit tests

* Add QCAlgorithm.GetLastKnownPrices API

- Add new GetLastKnownPrices that will return the last known data point
  for all subscribed data types.
- Fix for MHDB GetDataTimeZone which was using an invalid entry key
  format for custom data.
- Fix for using GetLastKnownPrice/s to seed a security during creation,
  when it's not added in the Algorithm.Securities collection

* Adding more unit tests for GetLastKnownPrice

* Address reviews

- Refactor GetLastKnownPrice/s to perform a single history request for
  all data types
2021-08-27 13:50:45 -03:00
Martin-Molinero 9acf68ad19 Bump pythonNet to 2.0.6 (#5881)
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2021-08-26 18:01:05 -03:00
Gerardo Salazar a4d49c05ca Adds ETF(...) to UniverseDefinitions (#5873)
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* Adds ETF(...) to UniverseDefinitions

  * Adds ETF constituents universe framework regression algorithm
    for C#/Python

* Address review: adds test cases for ticker/Symbol ETF universe additions

  * Fixes bug where null Market would result in null dereference exception

* Address review: add missing Index tests

* Address review: don't hardcode market when creating constituent universe

  * Uses Brokerage Model's default markets collection to determine
    the market for the given security type

* Address review: restore QC500 and DollarVolume.Top(...)

  * Restores algorithms related to both helper universe
    definition methods

* Address review: remove copy to output directory for python algos

* Add example algorithms for ETF constituent universes using custom RSI alpha model

* Address review: adjust algorithm to use cache + algo RSI & clean up code

* Address review: make ETF Constituent RSI Alpha Model algo a regression test

* Address review: increase trade count and remove single trade logic
2021-08-25 11:22:31 -03:00
Martin-Molinero aaba566954 Alpha Streams Improvements. Python Imports (#5874)
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* Order handling improvements

- Execution model will only trigger market order if they are above the
  minimum order margin portfolio percetage value
- SecurityCache.Reset is complete

* Python Import fixes

- Add regression test for ImmediateExecutionModel minimum order margin
  check
2021-08-24 11:15:48 -03:00
IlshatGaripov eccca2c029 Fix for Trailing Stop Risk Management Model (#5791)
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* To fix the referenced issue

* Fixing up TrailingStopRiskManagementModel

* Fix-ups to address review

* Impl. tests + relevant improvements

* Minor logic improvement at first dictionary update

* Regression test small fix

* Adds explicit 'D' suffix for numbers in test case double arr

* Use integer values in test cases

* Removes failing testcases in MaximumDrawdownPercentPerSecurityTests (!) & renaming

* Revert "Removes failing testcases in MaximumDrawdownPercentPerSecurityTests (!) & renaming"

This reverts commit f9cd279f8cc5e9e1ede5b6f1eae5f4266b7dd295.

* Fix up for failing test cases
2021-08-20 15:14:36 -03:00
Martin-Molinero 3410832ccf Alpha holdings state (#5770)
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* Alpha holdings state

- Alpha result packet will optionally provide the algorithms portfolio
  state

* Rename

* Convert AlphaStreamsPortfolio to data source

* Improvements on AlphaStreams algorithm

* Fix regression tests

* Add unit tests for EW AS PCM and fixing bugs

* Protobuf AlphaStreamsPortfoliot staState

- Protobuf AlphaStreamsPortfolioState. Adding unit tests
- Add variable TPV tests for EW ASPCM

* Add alpha license to Organization response

* Improvements EW AS PCM respects free portfolio value

* Fixes

- Update tests expected statistics results affected by MHDB custom data timezone fix
- Fix for Extensions.IsCustomDataType

* Fixed and adding more regression tests

- Adding support and regression test with alpha consumer with different account currency
- Adding support and regression test of a universe adding custom data
  types
- Add support and regression test for algorithm alpha consumer with existing holdings

* Add AlphaStreamsOrderEvent data type
2021-08-19 13:56:18 -03:00
Marco Grassi e823dfdfb7 fix a typo, and remove all unnecessary semicolumns in Python (#5795)
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2021-07-27 16:05:13 -03:00
Colton Sellers 8d11bbf0ba Update to PythonNet 2.0.5 (#5764)
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2021-07-14 11:01:57 -03:00
Alexandre Catarino 5361f87dd1 Updates Equity Market Data (#5576)
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* Updates Equity Market Data

* Updates Unit Tests

* Updates Regression Tests

In this commit we include regression tests with small changes (slightly different CAGR, Alpha, etc, but same number of trades) due to the data update.

* Updates Regression Tests 2

The following regression tests were adapt because of verification of hard-coded market data values:
- `AdjustedVolumeRegressionAlgorithm`
- `HistoryWithSymbolChangesRegressionAlgorithm`
- `OptionRenameRegressionAlgorithm`
- `RawDataRegressionAlgorithm`
- `SwitchDataModeRegressionAlgorithm`

The following regression tests have more trades since adjusted prices allowed more 1-2 shares trades that were rounded down to zero before:
- `AddUniverseSelectionModelCoarseAlgorithm` 23 -> 35
- `MeanVarianceOptimizationFrameworkAlgorithm` 12 -> 14
- `PortfolioRebalanceOnDateRulesRegressionAlgorithm` 298 -> 324
- `PortfolioRebalanceOnInsightChangesRegressionAlgorithm` 83 -> 86
- `ScheduledUniverseSelectionModelRegressionAlgorithm` 86 -> 90
- `SectorExposureRiskFrameworkAlgorithm` 17 -> 22
- `SetHoldingsMultipleTargetsRegressionAlgorithm` 8 -> 9
- `StandardDeviationExecutionModelRegressionAlgorithm` 196 -> 199
- `UniverseUnchangedRegressionAlgorithm` 11 -> 17
- `VolumeWeightedAveragePriceExecutionModelRegressionAlgorithm` 237 -> 238

Especial cases:
- `BlackLittermanPortfolioOptimizationFrameworkAlgorithm` 18 -> 17
 - BLM model sensibility
- `OptionChainedAndUniverseSelectionRegressionAlgorithm`

The following regression tests have different Capacity because of different volume from lowest capacity asset, except:
- `OptionEquityCoveredCallRegressionAlgorithm` New lowest capacity asset is underlying
- `OptionEquityCoveredPutRegressionAlgorithm` New lowest capacity asset is underlying

* Revert File Update for SPWR and SPWRA

* Fix Regression Tests

Temporarily removes python regression test for `MeanVarianceOptimizationFrameworkAlgorithm` as the `MeanVarianceOptimizationPortfolioConstructionModel` for each version are yeilding different results. If we use C# version in `MeanVarianceOptimizationPortfolioConstructionModel.py`, the results match.

* Changes Optimization Method in MinimumVariancePortfolioOptimizer [Py]

Uses `trust-constr`  method.
See https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html
2021-06-17 14:04:51 -03:00
Martin-Molinero 03f56481d4 Refactor python algorithm import (#5657)
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* Python research import improvements

- Improve start.py for research env
- Remove unrequired imports

* Centralize algorithm imports

* Add regression test GH action

* Unit test python import clean up

* Join research and main imports

* More python import clean up

* Fix failing skipped regression algorithm
2021-06-15 19:06:06 -03:00
Martin-Molinero b7c18cbfe7 Update pythonNet to net5 (#5653)
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- Csproj clean up legacy build print logs
- Update pythonNet to net5
2021-06-11 13:51:09 -03:00
Louis Szeto 9f15ca4c9c feature-<#5631>-<Create SpreadExecutionModel> (#5633)
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* Create SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.py

* Create SpreadExecutionModel.cs

* Create SpreadExecutionModelTests.cs

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModel.cs

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModel.cs

* Update SpreadExecutionModel.cs

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModel.cs

* Update QuantConnect.Algorithm.Framework.csproj

* Create SpreadExecutionModelRegressionAlgorithm.py

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModelTests.cs

* Update SpreadExecutionModel.py

* Update SpreadExecutionModel.cs

* Address review

- Adding CSharp regression algorithm implementation
- Updating unit tests, minor format changes

* Address review. Add comment and Abs spread percent

Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2021-06-09 14:55:00 -03:00
Martin-Molinero a231a7d47a Update python net to 2.0.3 (#5640)
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* Update pythonNet version to 2.0.3

* Fix outputPath causing issues with nuget
2021-06-07 21:37:26 -03:00
Colton Sellers 41f9d9da94 Remove SecurityInitializer from Universe Selection (#5418)
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* Attempt to remove SecurityInitializer from UniverseSelection stack entirely

* Fix broken Python Universe Selection model

* Remove mistake change (meant for another branch)
2021-05-28 14:53:13 -03:00
Martin-Molinero 0335b49edf Update pythonNet to 2.0.2 (#5611) 2021-05-28 12:10:55 -03:00
Martin-Molinero 9e96aeb440 Language update. Csproj clean up (#5590)
Build & Test Lean / build (push) Has been cancelled
- Update CSharp language version to latest 9
- Remove old csproj build configurations
2021-05-24 11:10:03 -03:00
Colton Sellers 6af3f70fed Return empty targets list if no insights are given (#5548)
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2021-05-13 19:29:00 -03:00
Martin-Molinero f3c386663b Feature .net 5 (#5505)
* Update projects to use .NET 5.0, the successor to .NET Core

* Fix ambiguous errors. Add IBAutomator net5

* Remove FXCM

* Upgrade IBAutomater to v1.0.51

ignored, and an empty message aborts the commit.

* Fix rebase

- Fix ambiguous Index
- Remove StrategyCapacity.cs
- Update System.Threading.Tasks.Extensionsy

* Remove unrequired references

* Fixes

- Travis will use dotnet, not nunit nor mono
- Remove mono from foundation image
- Fix python setup in research
- Fix unit tests

* Don't call ReadKey when input is redirected

* Fix ConsoleLeanOptimizer

* Research fixes

* Update comment

* Add vsdbg to Dockerfile

* Fixes

- Revert dockerfile FROM custom changes
- Adjust and fix regression algorithms
   - Option assignment will be deterministic in the order
   - 'Rolling Averaged Population' is calculated using doubles, updating
     expected values.
- Update readme, removing references to mono
- Add missing Py.Gil lock

* Replace ICSharp with .NET Interactive

* Fixes after rebase

* CSharp research fixes

- Adding new Initialize.csx that pre loads all assemblies
- Adjusting template research file
- Moving steps in dockerfilejupyter
- Fix unit tests and regression tests after rebase

Co-authored-by: Gerardo Salazar <gsalaz9800@gmail.com>
Co-authored-by: Stefano Raggi <stefano.raggi67@gmail.com>
Co-authored-by: Jasper van Merle <jaspervmerle@gmail.com>
2021-05-06 17:23:51 -03:00
Colton Sellers 1c3d849ad5 Fix Warnings V2 (#5436)
* Reconcile duplicated code

* Add License header

* CS0219 Fixes: Value assigned, but never used

* CA1507: Use nameof in place of string literals

* CS0108 : Hides Inherited Member; Use new keyword to overwrite formally

* CS0114: Hides inherited member; use override keyword

* CS0168: Variable is declared but never used

* Tests CS1062; using obsolete implicit Symbol -> String; fix via .ToString()

* CS0472: Non Nullable Obj getting Null Checked

* CS0067 Member not used; ignore all cases for future use

* CS00162 : Unreachable code; either removed or ignored for debugging and test cases

* CS0169 Remove non-used fields; ignore those that may be used in future

* CS0414; Field is assigned but never used.

* CS0618; Obsolete properties and members; Only fixes simple ones, rest will have to broken up

* CS0649; Field never assigned too

* CS0659 & CS0661 ; Overwrite operators and equals but not hashcode; I don't really override it but just call base

* Small comment fix

* Cleanup pragma statement
2021-04-02 11:20:01 -07:00
Christian Korn 88c4a332bc Update PearsonCorrelationPairsTradingAlphaModel.cs (#5428)
Fix index of out bounds (#5427)
2021-03-26 10:55:19 -07:00
Colton Sellers e2a0873b7c Fix Lean Warnings V1 (#5408)
Cleanup all non-breaking warnings
2021-03-22 11:08:48 -07:00
Colton Sellers 002151eab2 PythonNet 2.0.1 (#5390)
* Trigger rebuild

* Add Package QC PythonNet 2.0.1

* Update project files

* Push latest package

* Remove test package for shipping
2021-03-12 22:26:28 -03:00
Gerardo Salazar 4c085ff853 Adds Indexes and Index Options asset types (Backtesting/Live, IB only) (#5379)
* Add support for Index SecurityType  🚀 (#5364)

* Add Index SecurityType  🚀

* Extend SecurityIdentifier & Lean Data classes with Index support

* Add Index SecurityType  🚀

* Extend SecurityIdentifier & Lean Data classes with Index support

* Fixes

* Added index cross basic template demonstration

* WIP: Prototype index security type for LEAN as non tradable asset

* Re-adds Index entries to MHDB after rebase

* First steps to getting Index Options running

  * Looks at any instance where we pattern match for an option type
    and replaces it with a generic call to `.IsOption()` for easier
    extensibility in the future for additional option security types

  * Adds IndexOption security and misc. classes

  * Misc. changes, mainly related to any sort of special casing of
    equity options and made index options take the same path

* Enables index options data for backtesting

  * Adds new index options market hours to MHDB
  * Misc. bug fixes for index options
  * WIP: add live support for index options and indexes
  * Use OptionMarginModel for Index Options because they both use the
    same calculation for margin requirements

* Fixes contract not found errors on SPX index options and SPX index in IB

  * Turns out index options' last trading day is the day before expiry,
    which IB was expecting the last trading day.

* Add index option test cases (temp)

* LiveOptionChainProvider fix, use Symbol vs. ticker

  * Description updates to regression algorithms

* Fixes bug in live trading for indexes and index options

  * Adds overridable minimum price variation symbol property
  * Adds variable sized minimum price variation for index options
  * Adjusts symbol properties for index options
  * Misc. bug fixes

* Fixes option assignment simulation for European options

  * Updates index options regression algorithms (WIP)

* Fixes bug where index option exercise would trade index underlying

  * Fixes bugs where SecurityType.Index was getting flagged as tradable

* Regression algorithms updates and addresses review

  * Misc. style fixes and refactoring + a few bug fixes
  * Updates regression algorithms to run without runtime errors
  * Adds data for regression algos

* Sets DefaultOptionStyle on Canonical and support index options

* Update regression algos statistics

* Removes bad line in regression algorithm causing build to fail

* Minor tweaks

* Address review add comment about quoteBar parse scale

Co-authored-by: Balamurali Pandranki <balamurali@live.com>
Co-authored-by: Jared Broad <jaredbroad@gmail.com>
Co-authored-by: Martin-Molinero <martin@quantconnect.com>
2021-03-12 20:46:23 -03:00
Colton Sellers 834d4a4d58 QC PythonNet 2.0 (#5376)
* Update to new QC PythonNet

* Update readme

* Remove Python.Runtime config, replaced by env var

* Allow local packages testing in repo

* Address Review

* Add the LocalPackages readme

* Update Jupyter Image

* Update Research ReadMe
2021-03-09 18:25:31 -03:00
Martin-Molinero ecf91546e6 Update Nlog Math and fasterflect (#5310)
* Update Nlog Math and fasterflect

* Remove NLog
2021-02-18 20:18:07 -03:00
Martin-Molinero 4632840da9 Add license file for project packages (#5314) 2021-02-18 18:57:36 -03:00
Martin-Molinero 9232427663 Remove all nuspec files (#5311) 2021-02-18 17:13:11 -03:00
Martin-Molinero df6e133833 Fixes for assembly information (#5306)
- Update version to 2.5
- Normalize version and assembly information
- Remove commented and unrequired code
2021-02-17 16:42:23 -03:00
Martin-Molinero a0f39ec6a4 Remove Microsoft.Net.Compilers (#5282)
* Remove Microsoft.Net.Compilers

* Remove deprecated analyzer packages

- Replace deprecated analyzer packages

* Travis will use dotnet for building
2021-02-11 09:31:37 -03:00
Gerardo Salazar fe74d037c6 Updates NodaTime to latest version (3.0.5) (#5237)
* Updates NodaTime to version 3.0.5

  * Updates code to ensure compatibility with new NodaTime version
  * Updates System.Runtime.CompilerServices.Unsafe to 5.0.0
    - Required by NodaTime

* Adds comments explaining changes in NodaTime
2021-02-01 13:06:56 -03:00
Gerardo Salazar 79c544d3a2 Reduces output log size and warnings emitted when building with mono's msbuild (#5200) 2021-01-21 11:09:16 -03:00