PinnedPaul GavrikovinTowards Data ScienceHow to create fast and accurate scatter plots with lots of data in pythonCreate scatter plots with hundreds of millions of samples in milliseconds without trial and error.Sep 14, 20211Sep 14, 20211
PinnedPaul GavrikovinTowards Data ScienceWhat Makes the Convolutions of Robust Vision Models Special?Understanding adversarial robustness through the lens of convolutional filtersAug 11, 20221Aug 11, 20221
Paul GavrikovInteract with Google Gemini API with Python for free!Use Google's powerful vLLM on any hardware and entirely for free.Jul 2Jul 2
Paul GavrikovWeb-Scraping the NeurIPS proceedingsThe NeurIPS proceedings is a website that links to all the accepted papers for every year. Every paper website contains the title, authors…Dec 15, 2022Dec 15, 2022
Paul GavrikovHow to visualize and search conference proceedings with Natural Language Processing models (NLPs)Building this simple Python tool based on HuggingFace transformers, scikit-learn, pandas, and plotly will change the way you search for…Dec 12, 2022Dec 12, 2022
Paul GavrikovinTowards Data ScienceDownloading and Using the ImageNet Dataset with PyTorchTrain your image classification models with the most popular research datasetOct 28, 20225Oct 28, 20225
Paul GavrikovinTowards Data ScienceHow to Prune Neural Networks with PyTorchThe popular framework has built-in support for this great technique that improves generalization, accuracy, and inference speedOct 12, 20221Oct 12, 20221
Paul GavrikovinTowards Data ScienceImage Quantization with K-MeansA simple hands-on tutorial for image compression via quantization with python, scikit-learn, numpy, PIL, and matplotlibOct 11, 2022Oct 11, 2022
Paul Gavrikov9 Mistakes You Should Avoid in Your Next Academic PosterIf you submit to a high-rank AI conference chances are that you will only be given a poster presentation as there are way too many…Sep 17, 20223Sep 17, 20223
Paul GavrikovCan you spot AI generated text?AI has already been responsible for some impressive feats of writing, including penning a best-selling novel and composing music that has…Jun 12, 2022Jun 12, 2022
