From c5d0953c771e54929672ce66d4d1e526bacd328d Mon Sep 17 00:00:00 2001 From: AyoAlade Date: Mon, 24 Jul 2023 18:52:10 +0100 Subject: [PATCH 1/7] Update edsa_recommender.py Streamlit App update for Movie Mate Model --- edsa_recommender.py | 89 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 88 insertions(+), 1 deletion(-) diff --git a/edsa_recommender.py b/edsa_recommender.py index f1192112..3b3d175b 100644 --- a/edsa_recommender.py +++ b/edsa_recommender.py @@ -45,12 +45,98 @@ def main(): # DO NOT REMOVE the 'Recommender System' option below, however, # you are welcome to add more options to enrich your app. - page_options = ["Recommender System","Solution Overview"] + page_options = ["Recommender System","Solution Overview","Movie Mate","About Us", "Exploratory Data Analysis"] # ------------------------------------------------------------------- # ----------- !! THIS CODE MUST NOT BE ALTERED !! ------------------- # ------------------------------------------------------------------- page_selection = st.sidebar.selectbox("Choose Option", page_options) + if selection == "About Us": + st.title("About Us") + st.write("We are a team of data scientists passionate about recommendations systems.") + st.write("Our goal is to provide the best Movie recommendatiosn for users across our platforms.") + + st.header("Team Members") + # Create three columns + col1, col2, col3 = st.columns(3) + desc1, desc2, desc3 = st.columns(3) + col4, col5, col6 = st.columns(3) + desc4,desc5,desc6 = st.columns(3) + + # Place the images in separate columns + col1.image("", caption="Chief Data Scientist", width=200) + col3.image("", caption="Senior Developer", width=200) + col2.image("", caption="Chief Technical Officer", width=200) + + desc1.subheader("Abdulmalik Adeyemo") + desc1.write("Abdulmalik is an experienced data scientist. He has a strong background in machine learning and deep learning.") + + desc2.subheader("Ayomide Aladetuyi") + desc2.write("Ayomide is an experienced data analyst specializing in drawing insights from data. He has a strong background in Finance.") + + desc3.subheader("Setshaba Mashigo") + desc3.write("Setshaba is an experienced data expert specializing in modelling. He has a strong background in Quality Assesment.") + + # col4.image("resources/s.jpg", caption="Chief Administrative Officer", width=200) + # col5.image("resources/l.jpg", caption="Market Researcher", width=200) + # + # + desc4.subheader("Olaniyi Samuel") + desc4.write("Olaniyi is an experienced administrative specialist specialized in presenting amazing insights and presentations.") + # + desc5.subheader("Seye Tare Garanwei") + desc5.write("Seye is our Market researcher. He has a strong background in Market research.") + + + if selection == "Exploratory Data Analysis": + st.info("General Information") + + st.subheader("Data Cleaning") + + if page_selection == "Movie Mate": + # Header contents + st.write('# Movie Mate') + st.write('### Team RR Movie Recommender Model ') + st.image('resources/imgs/Image_header.png',use_column_width=True) + # Recommender System algorithm selection + sys = st.radio("Select an algorithm", + ('Content Based Filtering', + 'Collaborative Based Filtering')) + + # User-based preferences + st.write('### Enter Your Three Favorite Movies') + movie_1 = st.selectbox('Fisrt Option',title_list[14930:15200]) + movie_2 = st.selectbox('Second Option',title_list[25055:25255]) + movie_3 = st.selectbox('Third Option',title_list[21100:21200]) + fav_movies = [movie_1,movie_2,movie_3] + + # Perform top-10 movie recommendation generation + if sys == 'Content Based Filtering': + if st.button("Recommend"): + try: + with st.spinner('Crunching the numbers...'): + top_recommendations = content_model(movie_list=fav_movies, + top_n=10) + st.title("We think you'll like:") + for i,j in enumerate(top_recommendations): + st.subheader(str(i+1)+'. '+j) + except: + st.error("Oops! Looks like this algorithm does't work.\ + We'll need to fix it!") + + + if sys == 'Collaborative Based Filtering': + if st.button("Recommend"): + try: + with st.spinner('Crunching the numbers...'): + top_recommendations = collab_model(movie_list=fav_movies, + top_n=10) + st.title("We think you'll like:") + for i,j in enumerate(top_recommendations): + st.subheader(str(i+1)+'. '+j) + except: + st.error("Oops! Looks like this algorithm does't work.\ + We'll need to fix it!") if page_selection == "Recommender System": # Header contents st.write('# Movie Recommender Engine') @@ -103,6 +189,7 @@ def main(): if page_selection == "Solution Overview": st.title("Solution Overview") st.write("Describe your winning approach on this page") + st.write(" Recommender systems play a vital role in todays technology-driven world. They are crucial for ensuring that individuals can make appropriate choices surrounding the content they engage with on a daily basis. A well-designed movie recommendation system can significantly enhance user experience and satisfaction. Especially with the recent surge in streaming platforms across the internet. Major streaming platforms like Netflix, Amazon Prime, Showmax, Disney, and others heavily rely on recommender systems to recommend content to their users. These platforms use intelligent algorithms to analyze user behavior, historical preferences, and movie ratings to curate personalized movie lists. By building a functional and accurate recommendation system, you can unlock immense economic potential. Users will be exposed to content that aligns with their tastes, increasing platform affinity and generating revenue through increased content consumption.") # You may want to add more sections here for aspects such as an EDA, # or to provide your business pitch. From 093be8a49aa3fcb4cf48801799dcf4567c53f2a4 Mon Sep 17 00:00:00 2001 From: AyoAlade Date: Mon, 24 Jul 2023 19:06:06 +0100 Subject: [PATCH 2/7] Update edsa_recommender.py error fixed --- edsa_recommender.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/edsa_recommender.py b/edsa_recommender.py index 3b3d175b..58eca8ad 100644 --- a/edsa_recommender.py +++ b/edsa_recommender.py @@ -51,7 +51,7 @@ def main(): # ----------- !! THIS CODE MUST NOT BE ALTERED !! ------------------- # ------------------------------------------------------------------- page_selection = st.sidebar.selectbox("Choose Option", page_options) - if selection == "About Us": + if page_selection == "About Us": st.title("About Us") st.write("We are a team of data scientists passionate about recommendations systems.") st.write("Our goal is to provide the best Movie recommendatiosn for users across our platforms.") @@ -88,7 +88,7 @@ def main(): desc5.write("Seye is our Market researcher. He has a strong background in Market research.") - if selection == "Exploratory Data Analysis": + if page_selection == "Exploratory Data Analysis": st.info("General Information") st.subheader("Data Cleaning") From debf16e65bc8eca8c3761a55a5d721a9bf9b5824 Mon Sep 17 00:00:00 2001 From: AbdulmalikAdeyemo Date: Tue, 25 Jul 2023 04:21:33 +0100 Subject: [PATCH 3/7] Update collaborative and content filtering This update contain the code used in making recommendation --- recommenders/collaborative_based.py | 73 ++++++++++++++++------------- recommenders/content_based.py | 26 +++++++--- 2 files changed, 59 insertions(+), 40 deletions(-) diff --git a/recommenders/collaborative_based.py b/recommenders/collaborative_based.py index 861b5d8f..0caad4ff 100644 --- a/recommenders/collaborative_based.py +++ b/recommenders/collaborative_based.py @@ -28,7 +28,7 @@ """ # Script dependencies -import pandas as pd +import pandas import numpy as np import pickle import copy @@ -37,13 +37,38 @@ from sklearn.metrics.pairwise import cosine_similarity from sklearn.feature_extraction.text import CountVectorizer +import pathlib +import fastai +from fastai.collab import * +from fastai.tabular.all import * + + +# for windows deployment +# temp = pathlib.PosixPath +# pathlib.PosixPath = pathlib.WindowsPath + + +#For linux deployment +plt = platform.system() +if plt == 'Linux': + pathlib.WindowsPath = pathlib.PosixPath +else: + temp = pathlib.PosixPath + pathlib.PosixPath = pathlib.WindowsPath + # Importing data -movies_df = pd.read_csv('resources/data/movies.csv',sep = ',') -ratings_df = pd.read_csv('resources/data/ratings.csv') -ratings_df.drop(['timestamp'], axis=1,inplace=True) +# movies_df = pd.read_csv('resources/data/movies.csv',sep = ',') +# ratings_df = pd.read_csv('resources/data/ratings.csv') +# ratings_df.drop(['timestamp'], axis=1,inplace=True) # We make use of an SVD model trained on a subset of the MovieLens 10k dataset. -model=pickle.load(open('resources/models/SVD.pkl', 'rb')) +# model=pickle.load(open('resources/models/SVD.pkl', 'rb')) +learn = load_learner("resources/models/learn.pkl") +dls = torch.load("resources/data/dls.pkl") + +movie_factors = learn.model.i_weight.weight +movies_title = dls.classes['title'] +# movie_bias = learn.model.i_bias.weight.squeeze() def prediction_item(item_id): """Map a given favourite movie to users within the @@ -118,31 +143,13 @@ def collab_model(movie_list,top_n=10): """ - indices = pd.Series(movies_df['title']) - movie_ids = pred_movies(movie_list) - df_init_users = ratings_df[ratings_df['userId']==movie_ids[0]] - for i in movie_ids : - df_init_users=df_init_users.append(ratings_df[ratings_df['userId']==i]) - # Getting the cosine similarity matrix - cosine_sim = cosine_similarity(np.array(df_init_users), np.array(df_init_users)) - idx_1 = indices[indices == movie_list[0]].index[0] - idx_2 = indices[indices == movie_list[1]].index[0] - idx_3 = indices[indices == movie_list[2]].index[0] - # Creating a Series with the similarity scores in descending order - rank_1 = cosine_sim[idx_1] - rank_2 = cosine_sim[idx_2] - rank_3 = cosine_sim[idx_3] - # Calculating the scores - score_series_1 = pd.Series(rank_1).sort_values(ascending = False) - score_series_2 = pd.Series(rank_2).sort_values(ascending = False) - score_series_3 = pd.Series(rank_3).sort_values(ascending = False) - # Appending the names of movies - listings = score_series_1.append(score_series_1).append(score_series_3).sort_values(ascending = False) - recommended_movies = [] - # Choose top 50 - top_50_indexes = list(listings.iloc[1:50].index) - # Removing chosen movies - top_indexes = np.setdiff1d(top_50_indexes,[idx_1,idx_2,idx_3]) - for i in top_indexes[:top_n]: - recommended_movies.append(list(movies_df['title'])[i]) - return recommended_movies + # indices = pd.Series(movies_df['title']) + + recommendations = [] + for movie in movie_list: + idx = movies_title.o2i[movie] + distances = nn.CosineSimilarity(dim=1)(movie_factors, movie_factors[idx][None]) + idx = distances.argsort(descending=True)[:4] + recommendations.extend(list(movies_title[idx])) + + return recommendations[:top_n] diff --git a/recommenders/content_based.py b/recommenders/content_based.py index ed7df363..f3c1c8d6 100644 --- a/recommenders/content_based.py +++ b/recommenders/content_based.py @@ -59,6 +59,14 @@ def data_preprocessing(subset_size): movies_subset = movies[:subset_size] return movies_subset + +data = data_preprocessing(27000) +# Instantiating and generating the count matrix +count_vec = CountVectorizer() +count_matrix = count_vec.fit_transform(data['keyWords']) +indices = pd.Series(data['title']) +cosine_sim = cosine_similarity(count_matrix, count_matrix) + # !! DO NOT CHANGE THIS FUNCTION SIGNATURE !! # You are, however, encouraged to change its content. def content_model(movie_list,top_n=10): @@ -80,12 +88,13 @@ def content_model(movie_list,top_n=10): """ # Initializing the empty list of recommended movies recommended_movies = [] - data = data_preprocessing(27000) - # Instantiating and generating the count matrix - count_vec = CountVectorizer() - count_matrix = count_vec.fit_transform(data['keyWords']) - indices = pd.Series(data['title']) - cosine_sim = cosine_similarity(count_matrix, count_matrix) + # 27000 + # data = data_preprocessing(27000) + # # Instantiating and generating the count matrix + # count_vec = CountVectorizer() + # count_matrix = count_vec.fit_transform(data['keyWords']) + # indices = pd.Series(data['title']) + # cosine_sim = cosine_similarity(count_matrix, count_matrix) # Getting the index of the movie that matches the title idx_1 = indices[indices == movie_list[0]].index[0] idx_2 = indices[indices == movie_list[1]].index[0] @@ -98,8 +107,11 @@ def content_model(movie_list,top_n=10): score_series_1 = pd.Series(rank_1).sort_values(ascending = False) score_series_2 = pd.Series(rank_2).sort_values(ascending = False) score_series_3 = pd.Series(rank_3).sort_values(ascending = False) + # print(type(score_series_1)) + # print(type(score_series_2)) # Getting the indexes of the 10 most similar movies - listings = score_series_1.append(score_series_1).append(score_series_3).sort_values(ascending = False) + # listings = score_series_1.append(score_series_1).append(score_series_3).sort_values(ascending = False) + listings = pd.concat([score_series_1, score_series_1, score_series_3]).sort_values(ascending=False) # Store movie names recommended_movies = [] From 7a2331da1a9cd6d0edd21ddc5a2482ce3f3b1e05 Mon Sep 17 00:00:00 2001 From: AbdulmalikAdeyemo Date: Wed, 26 Jul 2023 05:49:05 +0100 Subject: [PATCH 4/7] Fixed the edsa_recommender.py file Also got the collaborative filtering model to work --- edsa_recommender.py | 109 ++++++++++++++-------------- recommenders/collaborative_based.py | 75 +++++++++++-------- 2 files changed, 101 insertions(+), 83 deletions(-) diff --git a/edsa_recommender.py b/edsa_recommender.py index 58eca8ad..812bbaf5 100644 --- a/edsa_recommender.py +++ b/edsa_recommender.py @@ -51,6 +51,61 @@ def main(): # ----------- !! THIS CODE MUST NOT BE ALTERED !! ------------------- # ------------------------------------------------------------------- page_selection = st.sidebar.selectbox("Choose Option", page_options) + if page_selection == "Recommender System": + # Header contents + st.write('# Movie Recommender Engine') + st.write('### EXPLORE Data Science Academy Unsupervised Predict') + st.image('resources/imgs/Image_header.png',use_column_width=True) + # Recommender System algorithm selection + sys = st.radio("Select an algorithm", + ('Content Based Filtering', + 'Collaborative Based Filtering')) + + # User-based preferences + st.write('### Enter Your Three Favorite Movies') + movie_1 = st.selectbox('Fisrt Option',title_list[14930:15200]) + movie_2 = st.selectbox('Second Option',title_list[25055:25255]) + movie_3 = st.selectbox('Third Option',title_list[21100:21200]) + fav_movies = [movie_1,movie_2,movie_3] + + # Perform top-10 movie recommendation generation + if sys == 'Content Based Filtering': + if st.button("Recommend"): + try: + with st.spinner('Crunching the numbers...'): + top_recommendations = content_model(movie_list=fav_movies, + top_n=10) + st.title("We think you'll like:") + for i,j in enumerate(top_recommendations): + st.subheader(str(i+1)+'. '+j) + except: + st.error("Oops! Looks like this algorithm does't work.\ + We'll need to fix it!") + + + if sys == 'Collaborative Based Filtering': + if st.button("Recommend"): + try: + with st.spinner('Crunching the numbers...'): + top_recommendations = collab_model(movie_list=fav_movies, + top_n=10) + st.title("We think you'll like:") + for i,j in enumerate(top_recommendations): + st.subheader(str(i+1)+'. '+j) + except: + st.error("Oops! Looks like this algorithm does't work.\ + We'll need to fix it!") + + + # ------------------------------------------------------------------- + + # ------------- SAFE FOR ALTERING/EXTENSION ------------------- + if page_selection == "Solution Overview": + st.title("Solution Overview") + st.write("Describe your winning approach on this page") + st.write(" Recommender systems play a vital role in todays technology-driven world. They are crucial for ensuring that individuals can make appropriate choices surrounding the content they engage with on a daily basis. A well-designed movie recommendation system can significantly enhance user experience and satisfaction. Especially with the recent surge in streaming platforms across the internet. Major streaming platforms like Netflix, Amazon Prime, Showmax, Disney, and others heavily rely on recommender systems to recommend content to their users. These platforms use intelligent algorithms to analyze user behavior, historical preferences, and movie ratings to curate personalized movie lists. By building a functional and accurate recommendation system, you can unlock immense economic potential. Users will be exposed to content that aligns with their tastes, increasing platform affinity and generating revenue through increased content consumption.") + + if page_selection == "About Us": st.title("About Us") st.write("We are a team of data scientists passionate about recommendations systems.") @@ -137,60 +192,6 @@ def main(): except: st.error("Oops! Looks like this algorithm does't work.\ We'll need to fix it!") - if page_selection == "Recommender System": - # Header contents - st.write('# Movie Recommender Engine') - st.write('### EXPLORE Data Science Academy Unsupervised Predict') - st.image('resources/imgs/Image_header.png',use_column_width=True) - # Recommender System algorithm selection - sys = st.radio("Select an algorithm", - ('Content Based Filtering', - 'Collaborative Based Filtering')) - - # User-based preferences - st.write('### Enter Your Three Favorite Movies') - movie_1 = st.selectbox('Fisrt Option',title_list[14930:15200]) - movie_2 = st.selectbox('Second Option',title_list[25055:25255]) - movie_3 = st.selectbox('Third Option',title_list[21100:21200]) - fav_movies = [movie_1,movie_2,movie_3] - - # Perform top-10 movie recommendation generation - if sys == 'Content Based Filtering': - if st.button("Recommend"): - try: - with st.spinner('Crunching the numbers...'): - top_recommendations = content_model(movie_list=fav_movies, - top_n=10) - st.title("We think you'll like:") - for i,j in enumerate(top_recommendations): - st.subheader(str(i+1)+'. '+j) - except: - st.error("Oops! Looks like this algorithm does't work.\ - We'll need to fix it!") - - - if sys == 'Collaborative Based Filtering': - if st.button("Recommend"): - try: - with st.spinner('Crunching the numbers...'): - top_recommendations = collab_model(movie_list=fav_movies, - top_n=10) - st.title("We think you'll like:") - for i,j in enumerate(top_recommendations): - st.subheader(str(i+1)+'. '+j) - except: - st.error("Oops! Looks like this algorithm does't work.\ - We'll need to fix it!") - - - # ------------------------------------------------------------------- - - # ------------- SAFE FOR ALTERING/EXTENSION ------------------- - if page_selection == "Solution Overview": - st.title("Solution Overview") - st.write("Describe your winning approach on this page") - st.write(" Recommender systems play a vital role in todays technology-driven world. They are crucial for ensuring that individuals can make appropriate choices surrounding the content they engage with on a daily basis. A well-designed movie recommendation system can significantly enhance user experience and satisfaction. Especially with the recent surge in streaming platforms across the internet. Major streaming platforms like Netflix, Amazon Prime, Showmax, Disney, and others heavily rely on recommender systems to recommend content to their users. These platforms use intelligent algorithms to analyze user behavior, historical preferences, and movie ratings to curate personalized movie lists. By building a functional and accurate recommendation system, you can unlock immense economic potential. Users will be exposed to content that aligns with their tastes, increasing platform affinity and generating revenue through increased content consumption.") - # You may want to add more sections here for aspects such as an EDA, # or to provide your business pitch. diff --git a/recommenders/collaborative_based.py b/recommenders/collaborative_based.py index 0caad4ff..cd680a3d 100644 --- a/recommenders/collaborative_based.py +++ b/recommenders/collaborative_based.py @@ -28,7 +28,7 @@ """ # Script dependencies -import pandas +import pandas as pd import numpy as np import pickle import copy @@ -37,10 +37,10 @@ from sklearn.metrics.pairwise import cosine_similarity from sklearn.feature_extraction.text import CountVectorizer -import pathlib -import fastai -from fastai.collab import * -from fastai.tabular.all import * +# import pathlib +# import fastai +# from fastai.collab import * +# from fastai.tabular.all import * # for windows deployment @@ -49,27 +49,30 @@ #For linux deployment -plt = platform.system() -if plt == 'Linux': - pathlib.WindowsPath = pathlib.PosixPath -else: - temp = pathlib.PosixPath - pathlib.PosixPath = pathlib.WindowsPath +# plt = platform.system() +# if plt == 'Linux': +# pathlib.WindowsPath = pathlib.PosixPath +# else: +# temp = pathlib.PosixPath +# pathlib.PosixPath = pathlib.WindowsPath # Importing data -# movies_df = pd.read_csv('resources/data/movies.csv',sep = ',') -# ratings_df = pd.read_csv('resources/data/ratings.csv') -# ratings_df.drop(['timestamp'], axis=1,inplace=True) +movies_df = pd.read_csv('resources/data/movies.csv',sep = ',') +ratings_df = pd.read_csv('resources/data/ratings.csv') +ratings_df.drop(['timestamp'], axis=1,inplace=True) # We make use of an SVD model trained on a subset of the MovieLens 10k dataset. -# model=pickle.load(open('resources/models/SVD.pkl', 'rb')) -learn = load_learner("resources/models/learn.pkl") -dls = torch.load("resources/data/dls.pkl") +model=pickle.load(open('resources/models/SVD.pkl', 'rb')) +# learn = load_learner("resources/models/learn.pkl") +# dls = torch.load("resources/data/dls.pkl") -movie_factors = learn.model.i_weight.weight -movies_title = dls.classes['title'] +# movie_factors = learn.model.i_weight.weight +# movies_title = dls.classes['title'] # movie_bias = learn.model.i_bias.weight.squeeze() +reader = Reader(rating_scale=(0, 5)) +load_df = Dataset.load_from_df(ratings_df,reader) +a_train = load_df.build_full_trainset() def prediction_item(item_id): """Map a given favourite movie to users within the MovieLens dataset with the same preference. @@ -86,9 +89,7 @@ def prediction_item(item_id): """ # Data preprosessing - reader = Reader(rating_scale=(0, 5)) - load_df = Dataset.load_from_df(ratings_df,reader) - a_train = load_df.build_full_trainset() + predictions = [] for ui in a_train.all_users(): @@ -144,12 +145,28 @@ def collab_model(movie_list,top_n=10): """ # indices = pd.Series(movies_df['title']) + user_ids = pred_movies(movie_list) + df_init_users = ratings_df[ratings_df['userId']==user_ids[0]] + for i in user_ids[1:]: + df_init_users = pd.concat([df_init_users, ratings_df[ratings_df['userId']==i]]) + + # Sort the DataFrame based on the 'ratings' column in descending order + top_rated = df_init_users.sort_values(by='rating', ascending=False) + + top_movieIds = top_rated['movieId'].head(top_n).values + + movie_id_mask = movies_df['movieId'].isin(top_movieIds) + + # Filter the rows and select the 'title' column + recommended_movies = movies_df.loc[movie_id_mask, 'title'].tolist() + + return recommended_movies - recommendations = [] - for movie in movie_list: - idx = movies_title.o2i[movie] - distances = nn.CosineSimilarity(dim=1)(movie_factors, movie_factors[idx][None]) - idx = distances.argsort(descending=True)[:4] - recommendations.extend(list(movies_title[idx])) + # recommendations = [] + # for movie in movie_list: + # idx = movies_title.o2i[movie] + # distances = nn.CosineSimilarity(dim=1)(movie_factors, movie_factors[idx][None]) + # idx = distances.argsort(descending=True)[:4] + # recommendations.extend(list(movies_title[idx])) - return recommendations[:top_n] + # return recommendations[:top_n] From 8aeeab8702bcb3e865d34acf5d04757b0737a504 Mon Sep 17 00:00:00 2001 From: Abdulmalik Adeyemo <65926554+abdulmalikadeyemo@users.noreply.github.com> Date: Wed, 26 Jul 2023 06:01:32 +0100 Subject: [PATCH 5/7] Update edsa_recommender.py --- edsa_recommender.py | 28 ++++++++++++++++++++-------- 1 file changed, 20 insertions(+), 8 deletions(-) diff --git a/edsa_recommender.py b/edsa_recommender.py index 812bbaf5..8ecf3562 100644 --- a/edsa_recommender.py +++ b/edsa_recommender.py @@ -102,9 +102,8 @@ def main(): # ------------- SAFE FOR ALTERING/EXTENSION ------------------- if page_selection == "Solution Overview": st.title("Solution Overview") - st.write("Describe your winning approach on this page") - st.write(" Recommender systems play a vital role in todays technology-driven world. They are crucial for ensuring that individuals can make appropriate choices surrounding the content they engage with on a daily basis. A well-designed movie recommendation system can significantly enhance user experience and satisfaction. Especially with the recent surge in streaming platforms across the internet. Major streaming platforms like Netflix, Amazon Prime, Showmax, Disney, and others heavily rely on recommender systems to recommend content to their users. These platforms use intelligent algorithms to analyze user behavior, historical preferences, and movie ratings to curate personalized movie lists. By building a functional and accurate recommendation system, you can unlock immense economic potential. Users will be exposed to content that aligns with their tastes, increasing platform affinity and generating revenue through increased content consumption.") + st.info(" Recommender systems play a vital role in todays technology-driven world. They are crucial for ensuring that individuals can make appropriate choices surrounding the content they engage with on a daily basis. A well-designed movie recommendation system can significantly enhance user experience and satisfaction. Especially with the recent surge in streaming platforms across the internet. Major streaming platforms like Netflix, Amazon Prime, Showmax, Disney, and others heavily rely on recommender systems to recommend content to their users. These platforms use intelligent algorithms to analyze user behavior, historical preferences, and movie ratings to curate personalized movie lists. By building a functional and accurate recommendation system, you can unlock immense economic potential. Users will be exposed to content that aligns with their tastes, increasing platform affinity and generating revenue through increased content consumption.") if page_selection == "About Us": st.title("About Us") @@ -132,10 +131,9 @@ def main(): desc3.subheader("Setshaba Mashigo") desc3.write("Setshaba is an experienced data expert specializing in modelling. He has a strong background in Quality Assesment.") - # col4.image("resources/s.jpg", caption="Chief Administrative Officer", width=200) - # col5.image("resources/l.jpg", caption="Market Researcher", width=200) - # - # + col4.image("resources/s.jpg", caption="Chief Administrative Officer", width=200) + col5.image("resources/l.jpg", caption="Market Researcher", width=200) + desc4.subheader("Olaniyi Samuel") desc4.write("Olaniyi is an experienced administrative specialist specialized in presenting amazing insights and presentations.") # @@ -144,7 +142,21 @@ def main(): if page_selection == "Exploratory Data Analysis": - st.info("General Information") + st.info("Exploratory Data Analysis") + st.write("1. Movie ratings play a crucial role in guiding audiences' choices and determining a film's success or failure. Understanding the distribution of movie ratings is essential for filmmakers, studios, and critics alike. In this analysis, we delve into the distribution of movie ratings and uncover a fascinating trend that sheds light on user preferences and the overall positivity of the ratings landscape.") + st.write("a. The majority of movies (1) receive ratings higher than the average, suggesting a favorable reception among audiences. This might be influenced by selection bias, leading to inflated ratings for well-received films.") + st.write("b. Most frequently assigned ratings include 3.0, 4.0, and 5.0 (2), representing positive thresholds. High ratings near 5.0 indicate outstanding films that leave a lasting impression, influenced by social factors.") + st.write("c. The left-skewed distribution of ratings (3) confirms the positive landscape, with fewer negative ratings. This could be due to users rating films they enjoyed and neglecting poorly received movies.") + st.write("d. Users prefer whole numbers (4) over decimals when rating movies, possibly due to simplicity and the psychological impact of round numbers, making it easier to express their opinions") + st.image('resources/imgs/eda1.png',use_column_width=True) + + st.write("2. In the dynamic world of movie ratings, understanding the trends across different time periods can provide valuable insights into audience preferences and cultural influences. In this analysis, we explore the quantity of ratings received by movies from different decades, with a particular focus on the 1990s. It is important to note that this study does not assess the sentiment or quality of the ratings; rather, it aims to highlight the popularity and enduring appeal of 90's movies based on the sheer number of ratings they have accumulated.") + st.write("a. Movies from the 1990s receive the highest quantity of ratings, reflecting their lasting global impact.") + st.write("b. The popularity of 90's movies stems from their cultural significance and nostalgia as cultural touchstones.") + st.write("c. Accessibility through streaming platforms boosts ratings, as viewers easily discover and rate these classics.") + st.write("d. 90's movies continue to captivate newer audiences, cementing their position as enduring rating favorites.") + st.image('resources/imgs/eda2.png',use_column_width=True) + st.subheader("Data Cleaning") @@ -152,7 +164,7 @@ def main(): # Header contents st.write('# Movie Mate') st.write('### Team RR Movie Recommender Model ') - st.image('resources/imgs/Image_header.png',use_column_width=True) + st.image('resources/imgs/moviemate.PNG',use_column_width=True) # Recommender System algorithm selection sys = st.radio("Select an algorithm", ('Content Based Filtering', From 36dff3b926a6e9054f1be29d3a238606739eb681 Mon Sep 17 00:00:00 2001 From: AbdulmalikAdeyemo Date: Wed, 26 Jul 2023 10:01:53 +0100 Subject: [PATCH 6/7] implemented matrix mult model --- edsa_recommender.py | 19 ++++++- recommenders/matrix_mult.py | 108 ++++++++++++++++++++++++++++++++++++ resources/data/dls.pkl | Bin 0 -> 32305127 bytes resources/models/learn.pkl | Bin 0 -> 5130363 bytes 4 files changed, 125 insertions(+), 2 deletions(-) create mode 100644 recommenders/matrix_mult.py create mode 100644 resources/data/dls.pkl create mode 100644 resources/models/learn.pkl diff --git a/edsa_recommender.py b/edsa_recommender.py index 8ecf3562..955994f0 100644 --- a/edsa_recommender.py +++ b/edsa_recommender.py @@ -36,6 +36,7 @@ from utils.data_loader import load_movie_titles from recommenders.collaborative_based import collab_model from recommenders.content_based import content_model +from recommenders.matrix_mult import matrix_mult_model # Data Loading title_list = load_movie_titles('resources/data/movies.csv') @@ -168,7 +169,8 @@ def main(): # Recommender System algorithm selection sys = st.radio("Select an algorithm", ('Content Based Filtering', - 'Collaborative Based Filtering')) + 'Collaborative Filtering (SVD)', + 'Collaborative Filtering (Matrix-Mult)')) # User-based preferences st.write('### Enter Your Three Favorite Movies') @@ -192,7 +194,7 @@ def main(): We'll need to fix it!") - if sys == 'Collaborative Based Filtering': + if sys == 'Collaborative Filtering (SVD)': if st.button("Recommend"): try: with st.spinner('Crunching the numbers...'): @@ -204,6 +206,19 @@ def main(): except: st.error("Oops! Looks like this algorithm does't work.\ We'll need to fix it!") + + if sys == 'Collaborative Filtering (Matrix-Mult)': + if st.button("Recommend"): + try: + with st.spinner('Crunching the numbers...'): + top_recommendations = matrix_mult_model(movie_list=fav_movies, + top_n=10) + st.title("We think you'll like:") + for i,j in enumerate(top_recommendations): + st.subheader(str(i+1)+'. '+j) + except: + st.error("Oops! Looks like this algorithm does't work.\ + We'll need to fix it!") # You may want to add more sections here for aspects such as an EDA, # or to provide your business pitch. diff --git a/recommenders/matrix_mult.py b/recommenders/matrix_mult.py new file mode 100644 index 00000000..2e658b91 --- /dev/null +++ b/recommenders/matrix_mult.py @@ -0,0 +1,108 @@ +""" + + Collaborative-based filtering for item recommendation. + + Author: Explore Data Science Academy. + + Note: + --------------------------------------------------------------------- + Please follow the instructions provided within the README.md file + located within the root of this repository for guidance on how to use + this script correctly. + + NB: You are required to extend this baseline algorithm to enable more + efficient and accurate computation of recommendations. + + !! You must not change the name and signature (arguments) of the + prediction function, `collab_model` !! + + You must however change its contents (i.e. add your own collaborative + filtering algorithm), as well as altering/adding any other functions + as part of your improvement. + + --------------------------------------------------------------------- + + Description: Provided within this file is a baseline collaborative + filtering algorithm for rating predictions on Movie data. + +""" + +# Script dependencies +import pandas +import numpy as np +import pickle +import copy +from surprise import Reader, Dataset +from surprise import SVD, NormalPredictor, BaselineOnly, KNNBasic, NMF +from sklearn.metrics.pairwise import cosine_similarity +from sklearn.feature_extraction.text import CountVectorizer + +import pathlib +import fastai +from fastai.collab import * +from fastai.tabular.all import * + + +# for windows deployment +# temp = pathlib.PosixPath +# pathlib.PosixPath = pathlib.WindowsPath + + +#For linux deployment +plt = platform.system() +if plt == 'Linux': + pathlib.WindowsPath = pathlib.PosixPath +else: + temp = pathlib.PosixPath + pathlib.PosixPath = pathlib.WindowsPath + +# Importing data +# movies_df = pd.read_csv('resources/data/movies.csv',sep = ',') +# ratings_df = pd.read_csv('resources/data/ratings.csv') +# ratings_df.drop(['timestamp'], axis=1,inplace=True) + +# We make use of an SVD model trained on a subset of the MovieLens 10k dataset. +# model=pickle.load(open('resources/models/SVD.pkl', 'rb')) +learn = load_learner("resources/models/learn.pkl") +dls = torch.load("resources/data/dls.pkl") + +movie_factors = learn.model.i_weight.weight +movie_bias = learn.model.i_bias.weight.squeeze() +movies_title = dls.classes['title'] + + +# !! DO NOT CHANGE THIS FUNCTION SIGNATURE !! +# You are, however, encouraged to change its content. +def matrix_mult_model(movie_list,top_n=10): + """Performs Collaborative filtering based upon a list of movies supplied + by the app user. + + Parameters + ---------- + movie_list : list (str) + Favorite movies chosen by the app user. + top_n : type + Number of top recommendations to return to the user. + + Returns + ------- + list (str) + Titles of the top-n movie recommendations to the user. + + """ + + avail_movies = [movie for movie in movie_list if movie in movies_title] + recommendations = [] + if len(avail_movies)>0: + for movie in movie_list: + idx = movies_title.o2i[movie] + distances = nn.CosineSimilarity(dim=1)(movie_factors, movie_factors[idx][None]) + idx = distances.argsort(descending=True)[:top_n] + recommendations.extend(list(movies_title[idx])) + random.shuffle(recommendations) + return recommendations[:top_n] + else: + idxs = movie_bias.argsort(descending=True)[:top_n] + recommendations = [movies_title[i] for i in idxs] + random.shuffle(recommendations) + return recommendations diff --git a/resources/data/dls.pkl b/resources/data/dls.pkl new file mode 100644 index 0000000000000000000000000000000000000000..997caec4525ab585bf6af987ef5e14b6225bea92 GIT binary patch literal 32305127 zcmZ_Xb%2%i8ufitawHV&7ErJd6cI%_l*R!SQ5c6|U=SF%_YBP_AZ$XqL8YZjkOtAc z?e6aG?tH#$?c@2~=Y8Ji{IR^wwLY`GC(+C5(*B6jrAn1AU+Vw*U&T_#mFhFF=)yj^ z#kqBc3>es^Mb%P0{;&UyJv^^(Zc%Y=|2oCFy@w9WP1KRk>X!LGt(ZFu&h3+*D9VaT zoii>vtRy{>3@{ z`;3SxcJg!d$?uyxbYO8*sZ;mE>H8K%mBZ`x9Xzy<_ox5h!mJKiQ59b4sFLXD?qz`b zT^B`Fdq&lYdJpa0y&|jL`TVZ)b9(0%=M_Z96zF$+Y)N!n?ShJ(3MzFfs9c~IIKCu0 zp@26#(QkGnZ9`t5Zv&)AUxS|NnlZvh#EM@X>0a-*HxS2EUgx zOQPzv{SFlmj%xh-MtOq=4$STS?nor_rbH-_K30yquigL;DXb z?q8UblhrT3IJdYskrmZ0IIEymGCC(aI=7%|-jG~AL`8M{@$Z|+9h9G?&srN#(RsY~ z`6bZ>wY&3GRw`#uzeH5$f8L^hA)m*>+<`@P2IUs!_R|+ii-Cjl26W8)zpUuOe|gTp z{=JLp{MTpY3@seeKX1T5KHz$Ttf+2Y;m|=tMrNL55TDcjxrs#X$gG@1e%|21qT
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