Pinned Repositories
awesome-causal-inference
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
DeepLearningSurvival
PyTorch implementation of Deep Survival Models.
fairness_papers
imbalanced_data_methods_test
list_of_recommender_systems
A List of Recommender Systems and Resources
MLOps_specialization
taylorized_micrograd
fairlearn
A Python package to assess and improve fairness of machine learning models.
chsafouane's Repositories
chsafouane/adv-r
Advanced R: a book
chsafouane/Advanced-R-Solutions
Set of solutions for the Advanced R programming book
chsafouane/awesome-scrapy
A curated list of awesome packages, articles, and other cool resources from the Scrapy community.
chsafouane/character-based-cnn
Implementation of character based convolutional neural network
chsafouane/Character-level-cnn-pytorch
Character-level CNN for text classification
chsafouane/Data-Science--Cheat-Sheet
Cheat Sheets
chsafouane/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
chsafouane/dragonfly
An open source python library for scalable Bayesian optimisation.
chsafouane/ELMoForManyLangs
Pre-trained ELMo Representations for Many Languages
chsafouane/hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
chsafouane/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
chsafouane/kableExtra
Construct Complex Table with knitr::kable() + pipe.
chsafouane/keras-idiomatic-programmer
Handbooks and Code Samples for Software Engineers wanting to learn the Keras Machine Learning framework
chsafouane/LabelMyTextWidget
Jupyter notebook widget to quickly label text data
chsafouane/lazynlp
Library to scrape and clean web pages to create massive datasets.
chsafouane/maml-jax
Implementation of Model-Agnostic Meta-Learning (MAML) in Jax
chsafouane/meetup-presentations_jozi
Meetup presentations and material from R-Ladies Johannesburg, South Africa
chsafouane/metalearn-leap
Original PyTorch implementation of the Leap meta-learner (https://arxiv.org/abs/1812.01054) along with code for running the Omniglot experiment presented in the paper.
chsafouane/nn4nlp-code
Code Samples from Neural Networks for NLP
chsafouane/pytorch-pretrained-BERT
The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
chsafouane/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
chsafouane/rulefit
Python implementation of the rulefit algorithm
chsafouane/SALMON
SALMON: Survival Analysis Learning with Multi-Omics Neural Networks
chsafouane/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
chsafouane/shinylego
Shiny application to create LEGO mosaics directly from R
chsafouane/Text_Classification
Text Classification Algorithms: A Survey
chsafouane/tidytuesday
chsafouane/vegans
A library providing various existing GANs in PyTorch.
chsafouane/VisualDL
A platform to visualize the deep learning process and result.
chsafouane/word_cloud
A little word cloud generator in Python