Uljibuh Borjigin's Projects
3D verison of CoAtNet
self driving car in Pygame using NEAT Algorithm
š§āš« 59 Implementations/tutorials of deep learning papers with side-by-side notes š; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), š® reinforcement learning (ppo, dqn), capsnet, distillation, ... š§
A collection of resources and papers on Diffusion Models
Personal Bioinformatics using machine learning and deep learning.
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
data visualization in Python
The fastai book, published as Jupyter Notebooks
Four object_detection project: Yolo Basics, Yolo Webcam, Car Counter, Construction_Safety_Detection.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
personal machine learning projects
ML math and ML Algorithms from scratch in Python
machine learning web applications
Useful resources for Mongolian NLP
Practical Python Programming (course by @dabeaz)
Deep Learning in Pytorch-Tutorial.
Documentation and tutorials worth sharing.
Config files for my GitHub profile.