andreas-koukorinis's repositories
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
basic_reinforcement_learning
An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
BayesianRecurrentNN
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
crop_yield_prediction
Crop Yield Prediction with Deep Learning
cs294-131-f17
Web site for the Fall 2017 offering of CS 294-131 (Special Topics in Deep Learning).
deep-learning-nano-foundation
Udacity's Deep Learning Nano Foundation program.
foundations_for_deep_learning
Building a scalable foundation for deep learning
kaggle-advanced-regression-algos
Exploratory Data Analysis, Dealing with Missing Values, Data Munging, Ensembled Regression Model using Stacked Regressor, XGBoost and microsoft Lightxgb
KS_iMGPE
Kernel selection for Gaussian Processes
MachineLearningStudyGroup
Materials from the London Machine Learning Study Group Meetups
midaspy
Python version of Mixed Data Sampling (MIDAS) regression
MKLpy
A package for Multiple Kernel Learning in Python
NLP-OSS
With great scientific breakthrough comes solid engineering.
nsfa
Nonparametric Bayesian Sparse Factor Analysis
pipelines_and_featureunions
An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.
PointProcesses
Basics of point processes using python for simulation
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Reddit_TopicClassification__RandomForest_SGDClassifier
Supervised Machine Learning methods (Random Forest and SGD Classifier) to classify short conversations extracted from Reddit
reinforcement-learning-an-introduction
Python code for Reinforcement Learning: An Introduction
rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
tabula
Tabula is a tool for liberating data tables trapped inside PDF files