valeman's Projects
Covid19-forecast
Conformal Prediction in Scala
The practitioner's forecasting library
A simple chrome extension to present the number of available code implementions (via Papers With Code) for articles listed on Google Scholar.
An open access book on scientific visualization using python and matplotlib
scikit-learn: machine learning in Python
Extra blocks for scikit-learn pipelines.
Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“.
Scikit-Learn tutorial material for Scipy 2015
R Package for Spatial Conformal Prediction
Udacity SDC Project 1
Udacity Self-Driving Car Project 3: Behavior Cloning
Udacity Self-Driving Car Project 4: Advance Lane Finding
Udacity Self-Driving Car Project 5: Vehicle Detection and Tracking
Self-Driving Car Term 3 Project 1: Path Planning
SDC Term 3 Elective: Functional Safety Project
SDC Term 3 Elective: Semantic Segmentation project
In this project, images from german traffic signs are classified using a convolutional neural network.
A list of recommended prerequisites for Udacity's Self Driving Car Nanodegree
:chart_with_upwards_trend: Feature-based Forecast Model Selection (FFORMS) :clock1: :clock130: :clock10: :clock1030: :clock11: :clock1130: :clock12: :clock1230: :clock2: :clock230: :clock3: :clock330: :clock4: :clock430: :clock5: :clock530: :clock6: :clock630: :clock7: :clock730: :clock8: :clock830: :clock9: :clock930:
Python module for machine learning time series:
The Udacity open source self-driving car project
Udacity's Self-Driving Car Nanodegree project files and notes.
A self-driving car simulator built with Unity
A python library that aims to retrieve data from Semantic Scholar API
Use NLP to predict stock price movement associated with news
Sentiment analysis on fiancial news
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
Time series prediction using dilated causal convolutional neural nets (temporal CNN)