Elior CoheninTowards Data ScienceData Maps: Datasets Can Be Distilled TooTL;DR: This post is about the paper Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics, alongside implementation…Oct 7, 20201Oct 7, 20201
Elior CoheninTowards Data ScienceDynamic Meta EmbeddingsIf you’ve done any NLP-related reading in the last few months, there is no way you have not heard about BERT, GPT-2 or ELMo that have…Jul 9, 20191Jul 9, 20191
Elior CoheninTowards Data ScienceFrom Science to Production in Minimum EffortHotlinks: - Denzel Deployment FrameworkOct 11, 2018Oct 11, 2018
Elior CoheninTowards Data Sciencenode2vec: Embeddings for Graph DataHotlinks: Original article: node2vec: Scalable Feature Learning for Networks, Aditya Grover and Jure Leskovec Algorithm implementation — By…Apr 16, 201816Apr 16, 201816
Elior CohenMessi vs Ronaldo (vs the world), data science editionNowadays its easy to forget that data science is not all about machine/deep learning. While AI is awesome, data science is by majority a…Oct 12, 20174Oct 12, 20174
Elior CoheninTowards Data ScienceSELU — Make FNNs Great Again (SNN)Last month I came across a recent article (published June 22nd, 2017) presenting a new concept called Self Normalizing Networks (SNN). In…Jul 21, 20174Jul 21, 20174
Elior CoheninTowards Data ScienceReducing Dimensionality from Dimensionality Reduction TechniquesIn this post I will do my best to demystify three dimensionality reduction techniques; PCA, t-SNE and Auto Encoders. My main motivation for…Jul 2, 20178Jul 2, 20178
Elior CoheninML ReviewHow to predict Quora Question Pairs using Siamese Manhattan LSTMThe article is about Manhattan LSTM (MaLSTM) — a Siamese deep network and its appliance to Kaggle’s Quora Pairs competition. I will do my…Jun 7, 201727Jun 7, 201727