Rostyslav NeskorozhenyiinTowards Data ScienceIntegrate Distributed Ray Serve Deployment with KafkaLearn how to simply combine Ray Serve Deployment with asynchronous Kafka Consumer·5 min read·Jul 16, 2023----
Rostyslav NeskorozhenyiinTowards Data ScienceHow to get high score using MMBT and CLIP in Hateful Memes CompetitionUse CLIP as a feature encoder for Multimodal Bitransformer and make MMBT really work with Huggingface Transformers6 min read·Sep 27, 2021----
Rostyslav NeskorozhenyiinTowards Data ScienceTile (Slice) YOLO Dataset for Small Objects DetectionImplement a simple script that can cut images and corresponding labels into tiles of a specified size5 min read·Mar 9, 2021--4--4
Rostyslav NeskorozhenyiinTowards Data ScienceBuild a bidirectional text generator with XLNetGenerate text in a new way with Permutation Language Modeling6 min read·Aug 18, 2020----
Rostyslav NeskorozhenyiinTowards Data ScienceWord embeddings in 2020. Review with code examplesBrief overview of current word embedding methods: from Word2vec to Transformers13 min read·Jul 24, 2020--3--3
Rostyslav NeskorozhenyiinTowards Data ScienceImprove person re-identification with face detection (FaceBoxes)Simple method to reduce number of viewpoints and create high-quality embeddings5 min read·Jun 29, 2020----
Rostyslav NeskorozhenyiinTowards Data ScienceMake your own Rick Sanchez (bot) with Transformers and DialoGPT fine-tuningTeach GPT-2 to write like a mad scientist7 min read·Jun 8, 2020--9--9
Rostyslav NeskorozhenyiinTowards Data ScienceBuild predictive Business Intelligence with Google Colab, Google Data Studio and Google SheetsThe result of an experiment of building predictive BI solution based on free Google services.8 min read·May 27, 2020--2--2
Rostyslav NeskorozhenyiinAnalytics VidhyaLabel images dataset in Jupyter notebookIn this article we will learn how to quickly turn Jupyter notebook into a simple image labeling tool.4 min read·May 22, 2020----
