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Jaroslaw Nowosad's Projects

automl-gs icon automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

awesome-cto icon awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

awesome-scala icon awesome-scala

A community driven list of useful Scala libraries, frameworks and software.

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

cogkr icon cogkr

Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"

complex icon complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

connector-x icon connector-x

Fastest library to load data from DB to DataFrames in Rust and Python

cudakalmanfilter icon cudakalmanfilter

Implemented the Kalman Filter Algorithms on GPU using CUDA programming language. Analysed the run-time performance gain obtained by parallel computation of the various stages of the algorithm.Speed up of 1000x is observed for large input sets.

dev_tips icon dev_tips

Development/programming tips/ tricks/ libraries info...

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