Projects in Awesome Lists by jrzaurin
A curated list of projects in awesome lists by jrzaurin .
https://github.com/jrzaurin/pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
deep-learning images model-hub multimodal-deep-learning python pytorch pytorch-cv pytorch-nlp pytorch-tabular-data pytorch-transformers tabular-data text
Last synced: 14 May 2025
https://github.com/jrzaurin/lightgbm-with-focal-loss
An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems
focal-loss imbalanced-data lightgbm python3
Last synced: 08 May 2025
https://github.com/jrzaurin/recotour
A tour through recommendation algorithms in python [IN PROGRESS]
collaborative-filtering deep-learning lightgbm matrix-factorization python3 recommendation-algorithms
Last synced: 04 Apr 2025
https://github.com/jrzaurin/wide-and-deep-keras
Keras implementation of Tensorflow's Wide and Deep Algorithm
deep-algorithm keras python3 wide-and-deep
Last synced: 20 Dec 2024
https://github.com/jrzaurin/ml-pipeline
Using Kafka-Python to illustrate a ML production pipeline
hyperopt hyperparameter-optimization kafka-python lightgbm machine-learning mlflow
Last synced: 14 Apr 2025
https://github.com/jrzaurin/tabulardl-benchmark
Benchmark tabular Deep Learning models against each other and other non-DL techniques
Last synced: 14 Apr 2025
https://github.com/jrzaurin/nlp-stuff
A bit of everything about text and nlp [IN PROGRESS]
deep-learning python3 text-classification text-mining text-processing
Last synced: 14 Apr 2025
https://github.com/jrzaurin/shoe-shape-classifier
Using the shape context algorithm to classify shoe shapes
computer-vision opencv shape-descriptor
Last synced: 14 Apr 2025
https://github.com/jrzaurin/neural_cf
Comparing keras, pytorch and gluon using neural collaborative filtering
collaborative-filtering deep-learning gluon keras pytorch recommender-system
Last synced: 14 Apr 2025
https://github.com/jrzaurin/pytorch-tutorial-pydata-cambridge
Content of the presentation at the PyData meetup in Cambridge
Last synced: 14 Apr 2025
https://github.com/jrzaurin/topic_modelling_and_self_organizing_maps
Topic modelling (Latent Dirichlet Allocation) and Self Organizing Maps (in python and R)
python r self-organizing-map topic-modeling
Last synced: 04 Dec 2024
https://github.com/jrzaurin/workshop_milan18
Mild introduction to computer vision and NLP with Keras
computer-vision keras machine-learning nlp
Last synced: 26 Mar 2025
https://github.com/jrzaurin/rnn_character_tagging
Tagging text at character level with RNNs using Keras and Pytorch
keras machine-learning nlp pytorch rnn text-tagging
Last synced: 26 Mar 2025
https://github.com/jrzaurin/ml-mix
A collection of random ML-related exercises for me to learn or try out stuff [IN PROGRESS]
Last synced: 26 Mar 2025