Implicit version update (#45)

- Bumped implicit version to 0.7.1
- Updated implicit models wrappers and tests
- Temporarily removed fitting_features_together=True support for ALS model

CHANGELOG.md

@@ -7,7 +7,26 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 
 ## Unreleased
-
 ### Added
+- Added `MRR (Mean Reciprocal Rank)` to `metrics` ([#29](https://github.com/MobileTeleSystems/RecTools/pull/29))
+- Added `F1beta`, `MCC (Matthew correlation coefficient)` to `metrics` ([#32](https://github.com/MobileTeleSystems/RecTools/pull/32))
+- Added `LastNSplitter` to `model_selection` ([#33](https://github.com/MobileTeleSystems/RecTools/pull/32))
+- Added random `KFoldSplitter` to `model_selection` ([#31](https://github.com/MobileTeleSystems/RecTools/pull/31))
+- 
+
+### Changed
+- Bumped `implicit` version to 0.7.1 ([#45](https://github.com/MobileTeleSystems/RecTools/pull/45))
+- Bumped `poetry` version to 1.4.0 for github workflows ([#43](https://github.com/MobileTeleSystems/RecTools/pull/43))
+- Updated dependencies ([#43](https://github.com/MobileTeleSystems/RecTools/pull/43))
+- Moved `nmslib` from main dependencies to extras ([#36](https://github.com/MobileTeleSystems/RecTools/pull/36))
+- Added base `Splitter` class to construct data splitters ([#31](https://github.com/MobileTeleSystems/RecTools/pull/31))
+- Updated notebooks in `examples` ([#44](https://github.com/MobileTeleSystems/RecTools/pull/44))
+
+### Fixed
+- Fixed bugs with new version of `pytorch_lightning` ([#43](https://github.com/MobileTeleSystems/RecTools/pull/43))
+- Fixed `pylint` config for new version ([#43](https://github.com/MobileTeleSystems/RecTools/pull/43))
+- Fixed CI  ([#40](https://github.com/MobileTeleSystems/RecTools/pull/40)) ([#34](https://github.com/MobileTeleSystems/RecTools/pull/34))
+- Fixed cyclic imports ([#45](https://github.com/MobileTeleSystems/RecTools/pull/45))
 
-- Mean Reciprocal Rank metric
+### Removed
+- Temporarily removed support for fitting ALS model with features together ([#45](https://github.com/MobileTeleSystems/RecTools/pull/45))

README.md

@@ -82,11 +82,11 @@ To install all requirements run
 ```
 make install
 ```
-You must have `python3` and `poetry` installed.
+You must have `python3` and `poetry==1.4.0` installed.
 
 For autoformatting run 
 ```
-make autoformat
+make format
 ```
 
 For linters check run 

pyproject.toml

@@ -54,7 +54,7 @@ numpy = ">=1.19.5, <2.0.0"
 pandas = ">=0.25.3, <2.0.0"
 scipy = "^1.5.4"
 tqdm = "^4.27.0"
-implicit = "0.4.4"
+implicit = "^0.7.1"
 attrs = ">=19.1.0,<22.0.0"
 typeguard = "^2.0.1"
 lightfm = "1.17"

rectools/metrics/diversity.py

@@ -22,10 +22,10 @@
 import pandas as pd
 
 from rectools import Columns
-from rectools.metrics import PairwiseDistanceCalculator
 from rectools.utils import select_by_type
 
 from .base import MetricAtK
+from .distances import PairwiseDistanceCalculator
 
 
 @attr.s