sparsh-ai's
repositories
|
2022-01-20-mab.ipynb
|
License-Plate-Detection.ipynb
|
Recommendation-Node2vec.ipynb
|
Recommender-Implicit-Negative-Feedback.ipynb
|
Sequence-Aware-Recommenders-Music.ipynb
|
_adversarial.ipynb
|
_agriculture-image-segmentation.ipynb
|
_bookcrossing.ipynb
|
_flower-classification.ipynb
|
_grouprec.ipynb
|
_huggingface.ipynb
|
_mab.ipynb
|
_mf-ml.ipynb
|
_networkx.ipynb
|
_nlp.ipynb
|
_pdf-to-wordcloud-mail.ipynb
|
_similar-product-recommender.ipynb
|
_simple-movie-recommender-app-streamlit.ipynb
|
_simple-scraping-nlp-bs4-distilbert.ipynb
|
_tfrs-ml1m.ipynb
|
_unit-test-jaccard-recommender.ipynb
|
ab-test-in-five-simple-steps.ipynb
|
ac.ipynb
|
action-recog-finetune.ipynb
|
ad-conversion-simple-ab-testing.ipynb
|
ads-selection-using-bandits.ipynb
|
adversarial.ipynb
|
advertising.ipynb
|
ae-ml.ipynb
|
agnn.ipynb
|
agriculture-image-segmentation.ipynb
|
airbnb-fair-valuation.ipynb
|
als-ml1m.ipynb
|
altair-plot-part-1.ipynb
|
altair-plot-part-2.ipynb
|
altair-plot-part-3.ipynb
|
altair-plot-part-4.ipynb
|
altair-plot-part-5.ipynb
|
altair-plot-part-6.ipynb
|
amazon-crossdomain.ipynb
|
amazon-personalize-batch-job.ipynb
|
amazon-personalize-batch-recommendations-lab.ipynb
|
amazon-personalize-poc-in-a-box.ipynb
|
amazon-personalize-workshop-part-1.ipynb
|
amazon-personalize-workshop-part-2.ipynb
|
amazon-personalize-workshop-part-3.ipynb
|
amazon-personalize-workshop-part-4.ipynb
|
amazon-personalize-workshop.ipynb
|
amazon-women-apparel-tfidf-word2vec.ipynb
|
analytics-zoo-ncf-goodreads.ipynb
|
analytics-zoo-ncf-movielens.ipynb
|
analytics-zoo-wideanddeep-movielens.ipynb
|
anime-recommender-graph-network.ipynb
|
anime-recommender.ipynb
|
apple-podcast-recommender.ipynb
|
apprentice-mountaincar.ipynb
|
artist-free-song-recommender.ipynb
|
asr.ipynb
|
attention-gnn.ipynb
|
audible-audiobook-recommender.ipynb
|
autorec-movielens.ipynb
|
ayuhealth-food-recommender.ipynb
|
bandit-based-online-learning-thompson-sampling.ipynb
|
bandit-based-recommender-using-thompson-sampling-app.ipynb
|
bandit-based-recommender-using-thompson-sampling.ipynb
|
baseliness-yoochoose.ipynb
|
benchmark.ipynb
|
bert2bert-seq-attack.ipynb
|
bert4rec-movie.ipynb
|
biasedcoin.ipynb
|
bitcoin-rl-agent.ipynb
|
bollywood-movie-recommender.ipynb
|
book-crossing-surprise-svd-nmf.ipynb
|
book-recommender-api.ipynb
|
book-recommender-diversity-aware.ipynb
|
book-recommender-kubeflow.ipynb
|
book-recommender.api.ipynb
|
bookcrossing.ipynb
|
booking-dot-com-trip-recommendations-01-baseline.ipynb
|
booking-dot-com-trip-recommendations-02-EDA.ipynb
|
booking-dot-com-trip-recommendations-03-sequential-model.ipynb
|
booking-itempop.ipynb
|
bookingnet.ipynb
|
bpr-movie.ipynb
|
bpr-recbole.ipynb
|
bst-deetctr.ipynb
|
bst-mxnet.ipynb
|
bst.ipynb
|
build-a-kubeflow-pipeline.ipynb
|
build-a-simple-movie-recommender-with-tensorflow.ipynb
|
building-deploying-asos-fashion-recommender-tensorflow.ipynb
|
building-models-from-scratch.ipynb
|
cab-mind.ipynb
|
cancer-cv.ipynb
|
capture-realtime-kafka-mongodb.ipynb
|
car-damage-cv.ipynb
|
career-village-1.ipynb
|
career-village-2.ipynb
|
cartpole-drqn.ipynb
|
cartpole-torch.ipynb
|
causal-inference.ipynb
|
cdl.ipynb
|
cicd-docker-eks.ipynb
|
cloth-parsing.ipynb
|
cmf.ipynb
|
collaborative-filtering-movielens-latest-small-01.ipynb
|
collaborative-filtering-movielens-latest-small-02.ipynb
|
collaborative-filtering-movielens-latest-small-03.ipynb
|
collaborative-filtering-movielens-latest-small-04.ipynb
|
collaborative-filtering-movielens-latest-small-05.ipynb
|
collaborative-filtering-movielens-latest-small-06.ipynb
|
collaborative-filtering-movielens-latest-small-07.ipynb
|
collaborative-filtering-movielens-latest-small-08.ipynb
|
concept-drift-concept.ipynb
|
concept-embedding-gensim-fasttext.ipynb
|
concept-embedding-nlp.ipynb
|
concept-neural-net.ipynb
|
concept-nlp-basics.ipynb
|
concept-normalization.ipynb
|
concept-self-attention.ipynb
|
concept-transformer-lm.ipynb
|
conet-model.ipynb
|
content-based-and-collaborative-movielens.ipynb
|
content-based-music-recommender-lyricsfreak.ipynb
|
contextual-bandit-dash-app.ipynb
|
contextual-mab.ipynb
|
cornac-01-item-popularity.ipynb
|
cornac-examples.ipynb
|
cotrec-sess-retailrocket.ipynb
|
course-recommender-svd-flask.ipynb
|
cv.ipynb
|
data-mining-similarity-measures.ipynb
|
databricks-collaborative-filtering-01-data-preparation.ipynb
|
dcn-criteo.ipynb
|
dcn.ipynb
|
ddpg-pendulum.ipynb
|
deepconn.ipynb
|
deepcross.ipynb
|
deepfm-criteo.ipynb
|
deeplab.ipynb
|
deeptext.ipynb
|
deepwalk.ipynb
|
defect-detection.ipynb
|
dgtn-yoochoose.ipynb
|
diabetes.ipynb
|
diginetica-baseline.ipynb
|
dl-retrieval.ipynb
|
dqn-ieee.ipynb
|
drug-recommender.ipynb
|
dynamicrec-session-next-item-prediction.ipynb
|
easyocr.ipynb
|
eda-aws-athena.ipynb
|
eda-ml-latest.ipynb
|
electronics-product-recommender.ipynb
|
email-classification.ipynb
|
embedding-pytorch-geometric.ipynb
|
emde.ipynb
|
epinions.ipynb
|
equal-experience.ipynb
|
eval-replay.ipynb
|
evaluation-metrics-basics.ipynb
|
evaluation-recometrics-lightfm.ipynb
|
explainable-bpr-lastfm.ipynb
|
face-analytics.ipynb
|
face-detection-dlib-mtcnn.ipynb
|
face-landmarks.ipynb
|
face-recognition.ipynb
|
fairness-obp.ipynb
|
fairness.ipynb
|
fake-voice-detection.ipynb
|
fastai-collab-filtering.ipynb
|
fastai-vision-fastbook.ipynb
|
fbfriend-recs.ipynb
|
feast.ipynb
|
feature-selection-on-quantum-computer.ipynb
|
fgnn.ipynb
|
finance.ipynb
|
finbert.ipynb
|
fitsuit-cv.ipynb
|
flower-classification.ipynb
|
flowrec.ipynb
|
fm-criteo.ipynb
|
fm-ml.ipynb
|
fm-torch.ipynb
|
frozenlake-crossentropy.ipynb
|
gat-cora.ipynb
|
gce-gnn.ipynb
|
gcegnn-tmall.ipynb
|
gd.ipynb
|
glt-community.ipynb
|
glt-missing-link.ipynb
|
gmf-yelp.ipynb
|
gmf.ipynb
|
graph-ae.ipynb
|
graph-benchmarks.ipynb
|
graph-embedding.ipynb
|
graph-network-learn-embeddings.ipynb
|
graph-properties.ipynb
|
graph-sdne.ipynb
|
gridworld-mc.ipynb
|
gridworld-td.ipynb
|
gridworld-v2.ipynb
|
grocery-recommendation-using-graph-network.ipynb
|
group-data.ipynb
|
groupby-ecommerce-implicit-recommender.ipynb
|
groupim-weeplaces.ipynb
|
grouprec.ipynb
|
hers.ipynb
|
how-to-install-dask-in-colab.ipynb
|
how-to-setup-and-run-jenkins.ipynb
|
huggingface.ipynb
|
hydra.ipynb
|
ieee-transformer.ipynb
|
ieee.ipynb
|
image-analytics-tensorflow.ipynb
|
image-captioning-tf.ipynb
|
image-classification-scikit.ipynb
|
image-colorization.ipynb
|
image-seg-playground.ipynb
|
image-seg.ipynb
|
image-similarity-recommendations.ipynb
|
image-similarity-system.ipynb
|
img-seg.ipynb
|
imgsim-bandit.ipynb
|
implicit-hybrid-movie-recommender.ipynb
|
implicit-lastfm.ipynb
|
implicit-pairwise-losses.ipynb
|
implicit-recommendation.ipynb
|
implicit-synthetic.ipynb
|
importance-sampling.ipynb
|
incremental-mf-river.ipynb
|
infersent.ipynb
|
information-aggregation.ipynb
|
ipl-player-recommendation-knn.ipynb
|
itemcf-movie.ipynb
|
job-scraping.ipynb
|
jobs-resume.ipynb
|
kafka-colab.ipynb
|
kafka-spark-streaming-colab.ipynb
|
karateclub-deepwalk.ipynb
|
keras-ocr.ipynb
|
keypoint-rcnn-torchvision.ipynb
|
keyword-extraction.ipynb
|
lambda-learner.ipynb
|
lastfm-session.ipynb
|
lda-topic-content-recommender.ipynb
|
lenet-mnist-cv.ipynb
|
lessr.ipynb
|
license-plate-detection.ipynb
|
lightfm.ipynb
|
listnet-ltr.ipynb
|
listwise-ml.ipynb
|
listwise-movie-recommendations-using-rl-methods.ipynb
|
listwise-retail.ipynb
|
live-streamer-recommender.ipynb
|
lrgccf-gowalla.ipynb
|
mab-product.ipynb
|
mab.ipynb
|
maskrcnn-gradio-app.ipynb
|
matn-yelp.ipynb
|
maxent-pendulum.ipynb
|
maxent.ipynb
|
mbgmn-beibei.ipynb
|
mc.ipynb
|
mdp-dynamic.ipynb
|
mdp-inventory.ipynb
|
methods-for-effective-online-testing.ipynb
|
mf-ml.ipynb
|
mf-mlp-movielens-in-pytorch.ipynb
|
mf-movielens-pytorch.ipynb
|
ml-pytorch-aws.ipynb
|
ml10m.ipynb
|
mlops-tfx.ipynb
|
mlops.ipynb
|
moe-tf.ipynb
|
mongodb-to-csv-conversion.ipynb
|
mooccube-course-recommender.ipynb
|
mot.ipynb
|
mountaincar-a3c.ipynb
|
movie-eda.ipynb
|
movie-mf-torch.ipynb
|
movie-recommender-keras.ipynb
|
movie-recommender-pytorch-embedding.ipynb
|
movie-recommender-retrieval-pytorch-lightning.ipynb
|
movie-recommender-system.ipynb
|
movie-recommender-tensorflow-sagemaker.ipynb
|
movie-recommender-tensorflow.ipynb
|
movie-recsys.ipynb
|
movie-sagemaker.ipynb
|
movie-tf.ipynb
|
movie-transformer.ipynb
|
movielens-data-split.ipynb
|
movielens-eda-modeling.ipynb
|
movielens-mf-node2vec-graph-embeddings.ipynb
|
movielens-milvus-redis-efficient-retrieval.ipynb
|
movielens-milvus-redis.ipynb
|
movielens-ncf-pytorch.ipynb
|
movierec.ipynb
|
mpm.ipynb
|
mta.ipynb
|
mts.ipynb
|
multi-task-learning-income-census-data.ipynb
|
multiprocessing.ipynb
|
music-eda-cb-recommender.ipynb
|
music-seq-data.ipynb
|
music-session-preprocess.ipynb
|
music-spark.ipynb
|
name-address-parsing.ipynb
|
ncf-from-scratch-pytorch.ipynb
|
ncf-movielens-tensorflow.ipynb
|
ncf.ipynb
|
ner.ipynb
|
netflix.ipynb
|
networkx.ipynb
|
news-recommender-mind-pytorch-lightning.ipynb
|
nfm-criteo.ipynb
|
nfm.ipynb
|
ngcf-movielens.ipynb
|
ngcf.ipynb
|
nicf.ipynb
|
nlp.ipynb
|
nms.ipynb
|
node2vec-tf.ipynb
|
node2vec.ipynb
|
nstep.ipynb
|
obj-det-2.ipynb
|
obj-det.ipynb
|
object-detection.ipynb
|
objectworld.ipynb
|
ocr-python.ipynb
|
offline-rl-replay.ipynb
|
olx-baselines.ipynb
|
online-learning-concept.ipynb
|
ope-slate.ipynb
|
ope-vw.ipynb
|
opencv-video.ipynb
|
opl.ipynb
|
pareto-census.ipynb
|
pareto-moo.ipynb
|
pde.ipynb
|
pdf-to-wordcloud-mail.ipynb
|
pedidos.ipynb
|
perform-feature-engineering-recsys.ipynb
|
personalize-cleanup.ipynb
|
personalize-datalayer.ipynb
|
personalize-deployment.ipynb
|
personalize-inference.ipynb
|
personalize-model.ipynb
|
pifpaf-pose-estimation.ipynb
|
pinsage-graph-movielens-1m.ipynb
|
pixellink.ipynb
|
pnn-criteo.ipynb
|
poison-attack.ipynb
|
post-estimation.ipynb
|
probability.ipynb
|
prod2vec-beh.ipynb
|
product-recommendation-context-rl.ipynb
|
product-recommender.ipynb
|
profiling.ipynb
|
pyanime.ipynb
|
pyg-gnn.ipynb
|
pymoo.ipynb
|
python-diagrams.ipynb
|
pytorch-production.ipynb
|
pytorch.ipynb
|
rasa-colab.ipynb
|
rating-predictions-tfrs.ipynb
|
ravelry-pattern-recommender.ipynb
|
read-data-from-cassandra-into-pandas.ipynb
|
real-time-in-session-personalization.ipynb
|
rec-algo-ncf-pytorch-pyy0715.ipynb
|
rec-medium-word2vec.ipynb
|
rec-ml1m.ipynb
|
recobook-dive-aware-book-recommender.ipynb
|
recobook-goodreads-book-recommender.ipynb
|
recommend-vendors-to-local-agencies.ipynb .ipynb
|
recommender-sagemaker.ipynb
|
recostep-ecommerce-recommender-olist.ipynb
|
recostep-kafka-consumer-mongodb.ipynb
|
recostep-kafka-producer.ipynb
|
recostep-mongodb-listener.ipynb
|
recostep-movielens-neural-mf.ipynb
|
recostep-session-based-recommender-using-word2vec.ipynb
|
recostep-tutorial-offline-replayer-eval-amazon-electronics.ipynb
|
recostep-tutorial-offline-replayer-eval-movielens-2.ipynb
|
recostep-tutorial-offline-replayer-eval-movielens.ipynb
|
recostep-tutorial-offline-replayer-eval-recogym-small.ipynb
|
recostep-tutorial-offline-replayer-eval-recogym.ipynb
|
recsim.ipynb
|
recsys-evaluation-metrics-part-2.ipynb
|
recsys-evaluation-metrics-part-3.ipynb
|
recsys-retail.ipynb
|
recsys20-tutorial-feature-engineering-part-1.ipynb
|
recsys20-tutorial-feature-engineering-part-2.ipynb
|
recsys20-tutorial-feature-engineering-part-3.ipynb
|
reinforce.ipynb
|
resale-prediction.ipynb
|
resistant-gene-recommender.ipynb
|
resnet18.ipynb
|
retail-product-word2vec.ipynb
|
retail-products-knn.ipynb
|
retail.ipynb
|
retailrocket.ipynb
|
rl-basics.ipynb
|
rl-in-action.ipynb
|
rl-sac.ipynb
|
rl-social.ipynb
|
rl-tictactoe.ipynb
|
rnn-cnn-basics.ipynb
|
sageconv.ipynb
|
sarcasm-tf.ipynb
|
sasrec-paddlepaddle.ipynb
|
scene-text-recognition.ipynb
|
scikit-multiflow.ipynb
|
sdlib.ipynb
|
sentence-classification.ipynb
|
sentiment-lstm.ipynb
|
seq-mab-mushroom.ipynb
|
seq2seq-mapping.ipynb
|
sequential-recommendation-using-ptgcn.ipynb
|
serverless-ml.ipynb
|
serving-cusine-recommender-at-edge-onnx.ipynb
|
sess-retailrocket.ipynb
|
sess-sample.ipynb
|
sess-word2vec.ipynb
|
session-based-prod2vec-coveo.ipynb
|
session-based-recommender-travel.ipynb
|
session-based-word2vec.ipynb
|
session-retail-trendyol.ipynb
|
sgl-reg.ipynb
|
sgl-shallow-embedding.ipynb
|
sgl.ipynb
|
similar-product-recommender.ipynb
|
simple-analysis.ipynb
|
simple-movie-recommender-app-streamlit.ipynb
|
simple-movie-recommender.ipynb
|
simple-recsys.ipynb
|
simple-scraping-nlp-bs4-distilbert.ipynb
|
simple-similarity-based-recommenders.ipynb
|
simplex-amazon.ipynb
|
simplex-mf.ipynb
|
siren-yelp.ipynb
|
siren.ipynb
|
site-rank.ipynb
|
slist-yoochoose.ipynb
|
sng-egonet-eda.ipynb
|
sng-egonet-link.ipynb
|
snp.ipynb
|
social.ipynb
|
sonar.ipynb
|
song-recommender-knn-svd-millionsongs.ipynb
|
song-recommender-skipgram-word2vec.ipynb
|
songs-embedding-skipgram-recommender.ipynb
|
spark-de.ipynb
|
spark-ml-basics.ipynb
|
spark-movie-recommender.ipynb
|
spark-on-colab.ipynb
|
sphinx.ipynb
|
spotify-knn.ipynb
|
spotify-music-recommender.ipynb
|
stamp-diginetica.ipynb
|
stat-visuals.ipynb
|
statistics.ipynb
|
steam-game-recommender-lightfm-warp.ipynb
|
stein.ipynb
|
step-by-step-ab-testing-guide.ipynb
|
stock-agent.ipynb
|
storing-ml-features-using-feast.ipynb
|
stosa.ipynb
|
svdpp-movie.ipynb
|
tag-reuters.ipynb
|
tagnn.ipynb
|
tagnnpp.ipynb
|
taxi-qlearning.ipynb
|
tdd.ipynb
|
tensorflow-image-analytics.ipynb
|
tf-serving-in-action.ipynb
|
tfjs.ipynb
|
tflite.ipynb
|
tfrs-electronics.ipynb
|
tfrs-fi-deepcross.ipynb
|
tfrs-ml1m.ipynb
|
tfrs-olist.ipynb
|
tfrs-recommenders-olist.ipynb
|
topicmodel.ipynb
|
topk-reinforce.ipynb
|
torch.ipynb
|
toy-example-car-recommender-knn.ipynb
|
trading.ipynb
|
traffic-cv.ipynb
|
training-indexing-movie-recommender.ipynb
|
training-tokenizers.ipynb
|
transformer4rec-xlnet.ipynb
|
transformers.ipynb
|
travel-optim.ipynb
|
trend-news.ipynb
|
trivago-popular-destination-recommender.ipynb
|
tts.ipynb
|
tv-recommender-sweettv.ipynb
|
twitter-pulse-checker.ipynb
|
twostage-retail.ipynb
|
udacity-abtest-python.ipynb
|
udemy-course-recommender.ipynb
|
uge-neural.ipynb
|
uge-shallow.ipynb
|
unit-test-jaccard-recommender.ipynb
|
vector-search.ipynb
|
vehicle-detection.ipynb
|
video-action.ipynb
|
visualizing-embeddings-tsne.ipynb
|
vowpal-wabbit-contextual-recommender.ipynb
|
vowpalwabbit-changing-context-part2.ipynb
|
vowpalwabbit-changing-context.ipynb
|
vw.ipynb
|
wellness-tracker-bot.ipynb
|
wide-and-deep-criteo.ipynb
|
wikirecs-01-data-ingestion.ipynb
|
wikirecs-02-model-training-evaluation.ipynb
|
word2vec.ipynb
|
yet-another-movie-recommender-pytorch.ipynb
|
yoochoose-session-graph.ipynb
|
youtube-personalized-recommender-api.ipynb
|
.gitignore
|
Makefile
|
README.md
|