valeman's Projects
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Python-based research interface for blackbox and hyperparameter optimization, based on Google's internal Vizier Service.
Voilà turns Jupyter notebooks into standalone web applications
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
Visualization of Google's autocomplete
Wasserstein Auto-Encoders
Kaggle | Web Traffic Forecasting 📈
This repository contains the experiments related with a new baseline model that can be used in forecasting weekly time series. This model uses the forecasts of 4 sub-models: TBATS, Theta, Dynamic Harmonic Regression ARIMA and a global Recurrent Neural Network (RNN), and optimally combine them using lasso regression.
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100
Code for the ICML'21 paper "Temporal Dependencies in Feature Importance for Time Series Predictions"
Prize-winning solution to the M6 Forecasting Competition
WQU - Projects
: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
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.
Code & data from YouTube videos