Projects in Awesome Lists by valeman
A curated list of projects in awesome lists by valeman .
https://github.com/valeman/transformers_and_llm_are_what_you_dont_need
The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
Last synced: 28 Jan 2026
https://github.com/valeman/multi-class-probabilistic-classification
Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
Last synced: 13 Jul 2025
https://github.com/valeman/smote_is_what_you_dont_need
The best repository showing why SMOTE and resampling methods might not be the answer for imbalanced data problems
Last synced: 03 Jan 2026
https://github.com/valeman/bayesianism_is_what_you_dont_need
The best repo showing why bayesianism is a complete misnomer
Last synced: 03 Jan 2026
https://github.com/valeman/mastering-modern-time-series-forecasting-the-complete-guide
The repo for Mastering Modern Time Series Forecasting : The Complete Guide to Statistical, Machine Learning & Deep Learning Models in Python book https://valeman.gumroad.com/l/MasteringModernTimeSeriesForecasting
Last synced: 18 Jun 2025
https://github.com/valeman/titanic_survival
Titanic - Machine Learning from Disaster (Kaggle)
Last synced: 16 Mar 2025
https://github.com/valeman/springerml
Downloads free Machine Learning and Data books from Springer
Last synced: 11 Feb 2026
https://github.com/valeman/deep-learning-nanodegree--udacity-
All codes related to Udacity's Deep Learning Nano Degree program
Last synced: 07 Oct 2025
https://github.com/valeman/kaggle_house_prices
Conformal Predictive Distributions - Kaggle House Prices - Advanced Regression Techniques. Predict sales prices and practice feature engineering, RFs, and gradient boosting
Last synced: 03 Jan 2026
https://github.com/valeman/udacity_self_driving_car-behavioural_cloning-p3
In this project I have built and trained deep neural network to enable a car to drive itself around the racing track in a driving simulator. The starting model is a convolutional neural network based on the NVDIA architecture.
Last synced: 16 Mar 2025
https://github.com/valeman/m5-forecasting-accuracy
Data for Kaggle M5 forecasting competition (accuracy track)
Last synced: 31 Jan 2026
https://github.com/valeman/udacity-self-driving-car-traffic-signs-classifier-p2
My project pipeline for the Udacity Self-Driving-Car Nanodegree program's Project 2 - Traffic Sign Classifier
convolutional-neural-networks deep-learning deep-neural-networks machine-vision pyton self-driving-car tensorflow
Last synced: 28 Apr 2026
https://github.com/valeman/hello-world
A place to store ideas and resources.
Last synced: 02 Jan 2026
https://github.com/valeman/udacity-artificial-intelligence-nanodegree
Projects for my Udacity Artificial Intelligence Nanodegree
artificial-intelligence computer-science game-playing-agent isolation machine-learning sudoku sudoku-solver
Last synced: 19 Jul 2025
https://github.com/valeman/udacity-self-driving-car_advanced_lane_finding-p4
Lane finding is important component of self-driving cars, the lane finding algorithms should be robust to change in road types, lightining and weather conditions and curvature of the road. In this project we build algorithm to identify left and right lanes based on the images from dash-mounted camera video. The algorithm uses advanced computer vision techniques to detect lanes, locate the car between two lanes and estimate curvature of the road.
Last synced: 05 Oct 2025
https://github.com/valeman/udacity-self-driving-car-vehicle-detection-and-tracking-p5
In this project I have written software pipeline to identify vehicles in a video from a front-facing camera on a car. The project uses classical computer vision and machine learning techniques.
Last synced: 21 Aug 2025
https://github.com/valeman/mastering_classical_transductive_conformal_prediction_in_action
Colab notebook for my Medium article 'Mastering Classical (Transductive) Conformal Prediction in Action'
Last synced: 16 Mar 2025