Discover @pablo-tech Open Source projects

Pablo Rodriguez (@pablo-tech)

pablo-tech

Stars
38
Global Rank 413,863 (Top 15 %)
Followers 28
Following 12
Registered about 10 years ago
Most used languages

Jupyter Notebook
77.8 %

Julia
11.1 %

Python
11.1 %
Location 🇺🇸 United States
Country Total Rank 87,054
Country Ranking

Julia
1,090

Jupyter Notebook
4,429

BERT-Legal-Classification

CaseText Court Case analysis with fine-tuned BERT Transformer

Jupyter Notebook

Bayesian-Structure-Learning

Search of an optimal Bayesian Network, assessing its best fit to a dataset, via an objective scoring function. Created at Stanford University, by Pablo Rodriguez Bertorello

Image-Inventory-Reconciliation-with-SVM-and-CNN

Response to Amazon's Bin Image Data Set Challenge. Inventory reconciliation with machine learning: SVMs and CNNs. Research at Stanford University, by: Pablo Rodriguez Bertorello, Sravan Sripada, and Nutchapol Dendumrongsup

Jupyter Notebook

SMate--SyntheticMinorityAdversarialTechnique

The novel SMate approach leverages GAN minority-class image generators, which benefit from Transfer Learning from majority-class image generators. Consequently, SMate outperforms SMOTE for imbalanced image data-sets. Research at Stanford University, by: Pablo Rodriguez Bertorello, Liang Ping Koh

Jupyter Notebook

ReinforcementLearning

Grids, mountains, and mysterious problems. Solved with Partially-Observable Markov Decision Procesees. Created at Stanford University, by Pablo Rodriguez Bertorello

TextSimplification-Tutorials

Sentence Simplification natural language algorithms

Jupyter Notebook

PageRank-vs-HubsAuthorities

Comparison of Google's Page Rank vs Hubs and Authorities on the Internet

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LatentFactorRecommendations

Instead of computing Singular Value Decomposition, which fits to no-rating as if zero-rating, machine learn rating matrix decomposition

Jupyter Notebook

reasoned-retrieval

Reasoning and Acting (ReAct) distillation from GPT4 to a small open source model

Jupyter Notebook