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2048_mcts

Solving the 2048 Puzzle using the Monte Carlo Tree Search (MCTS) heuristic search algorithm.

agtech_drl

Optimize plant growth conditions using deep reinforcement learning techniques (DDPG, TD3, SAC) and a crop simulator (PCSE-v0).

algorithms

Algorithm problem solving practice. LeetCode and AlgoExpert.

awesome-deep-learning-papers

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

computer-vision-nd

Projects and exercises for the Udacity Computer Vision Nanodegree

contrastive_learning

Applying contrastive learning (SimCLRv2) on 3D point cloud dataset to get an unsupervised learning representation of objects

cs330

Stanford CS330 Deep Multi-Task & Meta Learning

datasciencecoursera

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datasharing

The Leek group guide to data sharing

dl_practice

My PyTorch implementations of the models I'm studying

ff

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

kaggle_gi_tract_uw_madison

https://www.kaggle.com/competitions/uw-madison-gi-tract-image-segmentation

kaggle_petfinder

Kaggle's PetFinder Competition where we create a CNN- and transformer-based regression model that takes an image and a boolean array as inputs.

kaggle_sorghum

learn_cpp

Repo for some very basic C++ codes

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

mask-editor

This is a new image annotation tool for image segmentation tasks

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mlpb

Machine Learning Problem Bible

modern-deep-learning-docker

Modern Deep Learning Docker Image

nexlab_prj

phonemizer

Simple text to phones converter for multiple languages

poomstas.github.io

poomstas.github.io blog data in Jekyll theme

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

q-gridworld

Demo project using tabular Q-learning algorithm

reinforcementlearning

sb3_gym

Stable Baselines 3 Application on OpenAI Gym Environments