valeman's Projects
Fast window operations
Code for the ICML'21 paper "Temporal Dependencies in Feature Importance for Time Series Predictions"
Official Code of "Wavelet-inspired Invertible Network for Image Denoising"
Prize-winning solution to the M6 Forecasting Competition
WQU - Projects
A simple but complete full-attention transformer with a set of promising experimental features from various papers
:dart: Personal data science and machine learning toolbox
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
An extension of XGBoost to probabilistic forecasting.
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Pretrained language model with 100B parameters
Яндекс. Практикум "Аналитик данных"
Проекты по программе "Аналитик данных" от Яндекс.Практикум
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
Visual analysis and diagnostic tools to facilitate machine learning model selection.
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with ONNX, TensorRT, ncnn, and OpenVINO supported.
An end-to-end implementation of intent prediction with Metaflow and other cool tools
Code & data from YouTube videos
Github repo to upload demo files of youtube videos and linkedin
Yandex SDA classes on deep learning. Version of year 2017
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.