valeman's Projects
time series forecasting using pytorch,including ANN,RNN,LSTM,GRU and TSR-RNN,experimental code
Titanic - Machine Learning from Disaster (Kaggle)
Toloka has a powerful open API, it allows you to integrate an on-demand workforce directly into your processes, and to build scalable and fully automated human-in-the-loop ML pipelines. This toolkit makes the integration even easier, e.g. allows using all power of Toloka from Jupyter Notebooks.
Remove Tomek Links from your data.
TopCon^2 - Conformal Constrained Topic Classification
A list of popular github projects related to deep learning
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
A library for uncertainty quantification based on PyTorch
Temporal Pattern Attention for Multivariate Time Series Forecasting
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Multivariate time series forecasting on high-dimensional and sparse Uber movement speed data
Udacity Self-Driving Car Engineer Nanodegree. Project: Build a Traffic Sign Recognition Classifier
German Traffic Signs Classification
Traffic sign classification for the German Traffic Sign Dataset
Baselines for TrajNet++
The best repository showing why transformers don’t work in time series forecasting and showcasing the best SOTA non transformer models.
A Python implementation of CSSR for epsilon-transducers.
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. papers, codes. datasets, applications, tutorials.-迁移学习
proof of concept for a transformer-based time series prediction model
A collection of resources to study Transformers in depth.
This repository contains demos I made with the Transformers library by HuggingFace.
Code for the Transplit paper - energy load forecasting
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
A bot for financial signal
TRIAGE: Characterizing and auditing training data for improved regression
Exploratory codes for Conformal Prediction inference for time series data.
Temporal Regularized Matrix Factorization