Dimitris Mallios's repositories
semantics_segmentation_of_urban_environments
Image segmentation for self-driving car. Based on Cityscapes dataset.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
cluster-computing-exercises
Exercises on Cluster Computing using openMP and openMPI
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
High_Performance_Computing
Experiments with Image processing algorithms with CUDA
interactive-coding-challenges
Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
keras-CF-NADE
keras implementation of Neural Autoregressive Distribution Estimator for Collaborative Filtering
kubernetes-hands-on
Kubernetes Hands-on by Algolia
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
ML-Engineering
Reference code base for ML Engineering, Manning Publications
pandas_exercises
Practice your pandas skills!
Practical-Deep-Learning-at-Scale-with-MLFlow
Practical Deep Learning at Scale with MLFlow, published by Packt
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
redis-arXiv-search
Vector-based document retrieval demo with the arXiv paper dataset using Redis as the vector database.
Thesis-BSc
BSc Thesis Tex Files