Merge pull request #87 from irec-org/feature-init

add __init__ for all modules

Pipfile

@@ -9,7 +9,7 @@ matplotlib = "*"
 numba = "*"
 pandas = "*"
 pip-chill = "*"
-sklearn = "*"
+scikit-learn = "*"
 tqdm = "*"
 PyYAML = "*"
 tensorflow = "==2.4.1"

all_requirements.txt

@@ -41,7 +41,6 @@ importlib-resources==5.10.2
 inquirer==2.7.0
 ipykernel==6.20.2
 ipython==8.8.0
--e git+https://github.com/irec-org/irec.git@364f8663af1bd4670e2b047d80be09c79ab3c55a#egg=irec
 itsdangerous==2.0.1
 jax==0.4.6
 jedi==0.18.2
@@ -70,7 +69,6 @@ parso==0.8.3
 pexpect==4.8.0
 pickleshare==0.7.5
 Pillow==8.3.2
-pkg_resources==0.0.0
 platformdirs==2.6.2
 prometheus-client==0.11.0
 prometheus-flask-exporter==0.18.3
@@ -101,7 +99,7 @@ scipy==1.7.1
 seaborn==0.11.2
 shap==0.41.0
 six==1.16.0
-sklearn==0.0
+scikit-learn
 slicer==0.0.7
 smmap==4.0.0
 soupsieve==2.2.1

irec/environment/loader/__init__.py

@@ -0,0 +1,2 @@
+from .full_data import FullData
+from .train_test import SplitData

irec/offline_experiments/evaluation_policies/__init__.py

@@ -0,0 +1,2 @@
+from .fixed_interaction import FixedInteraction
+from .limited_interaction import LimitedInteraction

irec/offline_experiments/metric_evaluators/__init__.py

@@ -0,0 +1,6 @@
+from .cumulative_interaction import CumulativeInteraction
+from .cumulative import Cumulative
+from .interaction import Interaction
+from .stage_iterations import StageIterations
+from .total import Total
+from .user_cumulative_interaction import UserCumulativeInteraction

irec/offline_experiments/metrics/__init__.py

@@ -0,0 +1,12 @@
+from .ap import AP
+from .entropy import Entropy
+from .epc import EPC
+from .epd import EPD
+from .gini_coefficient_inv import GiniCoefficientInv
+from .hits import Hits
+from .ild import ILD
+from .num_interactions import NumInteractions
+from .precision import Precision
+from .recall import Recall
+from .top_items_membership import TopItemsMembership
+from .users_coverage import UsersCoverage

irec/recommendation/agents/__init__.py

@@ -0,0 +1,2 @@
+from .simple_agent import SimpleAgent
+from .simple_ensemble_agent import SimpleEnsembleAgent

irec/recommendation/agents/action_selection_policies/__init__.py

@@ -0,0 +1,5 @@
+from .egreedy import ASPEGreedy
+from .generic_greedy import ASPGenericGreedy
+from .greedy import ASPGreedy
+from .ic_greedy import ASPICGreedy
+from .reranker import ASPReranker

irec/recommendation/agents/value_functions/__init__.py

@@ -0,0 +1,25 @@
+from .most_popular import MostPopular
+from .best_rated import BestRated
+from .cluster_bandit import ClusterBandit
+from .cofiba import COFIBA
+from .e_greedy import EGreedy
+from .entropy import Entropy
+from .entropy0 import Entropy0
+from .generic_thompson_sampling import GenericThompsonSampling
+from .glm_ucb import GLM_UCB
+from .helf import HELF
+from .icf import ICF
+from .ictr import ICTRTS
+from .knn_bandit import kNNBandit
+from .linear_egreedy import LinearEGreedy
+from .linear_icf import LinearICF
+from .linear_ts import LinearThompsonSampling
+from .linear_ucb import LinearUCB
+from .log_pop_ent import log_pop_ent
+# from .nicf import NICF
+from .pop_plus_ent import PopPlusEnt
+from .pts import PTS
+from .random import Random
+from .thompson_sampling import ThompsonSampling
+from .ucb import UCB
+from .wscb import WSCB

irec/recommendation/agents/value_functions/helf.py

@@ -1,6 +1,6 @@
 import numpy as np
 
-from entropy import Entropy
+from .entropy import Entropy
 from . import most_popular
 import scipy.stats
 from .base import ValueFunction

irec/recommendation/agents/value_functions/most_popular.py

@@ -1,6 +1,5 @@
 import numpy as np
 from .base import ValueFunction
-from .most_popular import *
 import scipy
 
 

requirements.txt

@@ -6,8 +6,7 @@ numpy
 pandas
 scikit-learn
 scipy
-sklearn
 threadpoolctl>=3.0.0
 tqdm>=4.62.3
 mlflow
-cachetools
+cachetools

setup.cfg

@@ -28,19 +28,133 @@ classifiers =
 packages = find:
 python_requires = >=3.8
 install_requires =
-    pyyaml
-    joblib
-    matplotlib
-    numba
-    numpy
-    pandas
+    absl-py==1.4.0
+    alembic==1.4.1
+    asttokens==2.2.1
+    astunparse==1.6.3
+    backcall==0.2.0
+    beautifulsoup4==4.10.0
+    blessed==1.17.6
+    cachetools==5.2.1
+    certifi==2021.5.30
+    charset-normalizer==2.0.6
+    click==8.0.1
+    cloudpickle==2.0.0
+    comm==0.1.2
+    contourpy==1.0.6
+    cycler==0.10.0
+    databricks-cli==0.15.0
+    debugpy==1.6.5
+    decorator==5.1.1
+    docker==5.0.2
+    entrypoints==0.3
+    executing==1.2.0
+    filelock==3.9.0
+    Flask==2.0.2
+    flatbuffers==23.3.3
+    fonttools==4.38.0
+    gast==0.4.0
+    gdown==4.6.0
+    gitdb==4.0.7
+    GitPython==3.1.24
+    google-auth==2.16.3
+    google-auth-oauthlib==0.4.6
+    google-pasta==0.2.0
+    googleDriveFileDownloader==1.2
+    greenlet==1.1.2
+    grpcio==1.51.3
+    gunicorn==20.1.0
+    h5py==3.8.0
+    idna==3.2
+    importlib-metadata==4.8.1
+    importlib-resources==5.10.2
+    inquirer==2.7.0
+    ipykernel==6.20.2
+    ipython==8.8.0
+    itsdangerous==2.0.1
+    jax==0.4.6
+    jedi==0.18.2
+    Jinja2==3.0.2
+    joblib==1.0.1
+    jupyter_client==7.4.9
+    jupyter_core==5.1.3
+    keras==2.11.0
+    kiwisolver==1.3.2
+    libclang==16.0.0
+    llvmlite==0.39.1
+    Mako==1.1.5
+    Markdown==3.4.1
+    MarkupSafe==2.0.1
+    matplotlib==3.4.3
+    matplotlib-inline==0.1.6
+    mlflow==1.20.2
+    nest-asyncio==1.5.6
+    numba==0.56.4
+    numpy==1.22.4
+    oauthlib==3.2.2
+    opt-einsum==3.3.0
+    packaging==21.0
+    pandas==1.3.3
+    parso==0.8.3
+    pexpect==4.8.0
+    pickleshare==0.7.5
+    Pillow==8.3.2
+    platformdirs==2.6.2
+    prometheus-client==0.11.0
+    prometheus-flask-exporter==0.18.3
+    prompt-toolkit==3.0.36
+    protobuf==3.19.6
+    psutil==5.9.4
+    ptyprocess==0.7.0
+    pure-eval==0.2.2
+    pyarrow==10.0.1
+    pyasn1==0.4.8
+    pyasn1-modules==0.2.8
+    Pygments==2.14.0
+    PyJWT==2.6.0
+    pyparsing==2.4.7
+    PySocks==1.7.1
+    python-dateutil==2.8.2
+    python-editor==1.0.4
+    pytz==2021.3
+    PyYAML==5.4.1
+    pyzmq==25.0.0
+    querystring-parser==1.2.4
+    readchar==2.0.1
+    requests==2.26.0
+    requests-oauthlib==1.3.1
+    rsa==4.9
+    scikit-learn==1.0
+    scipy==1.7.1
+    seaborn==0.11.2
+    shap==0.41.0
+    six==1.16.0
     scikit-learn
-    scipy
-    sklearn
-    threadpoolctl>=3.0.0
-    tqdm>=4.62.3
-    mlflow
-    cachetools
+    slicer==0.0.7
+    smmap==4.0.0
+    soupsieve==2.2.1
+    SQLAlchemy==1.4.25
+    sqlparse==0.4.2
+    stack-data==0.6.2
+    tabulate==0.8.9
+    tensorboard==2.11.2
+    tensorboard-data-server==0.6.1
+    tensorboard-plugin-wit==1.8.1
+    tensorflow==2.11.0
+    tensorflow-estimator==2.11.0
+    tensorflow-io-gcs-filesystem==0.31.0
+    termcolor==1.1.0
+    threadpoolctl==3.0.0
+    tornado==6.2
+    tqdm==4.64.1
+    traitlets==5.8.1
+    typing-extensions==3.10.0.2
+    urllib3==1.26.7
+    wcwidth==0.2.5
+    websocket-client==1.2.1
+    Werkzeug==2.0.1
+    wrapt==1.14.1
+    zipp==3.6.0
 [options.packages.find]
 #where = irec
 exclude =