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algorithms

Minimal examples of data structures and algorithms in Python

androidwear

Stream wear sensor data to Handheld

awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

banditlib

Library of contextual bandits algorithms

bap

Bayesian Analysis with Python (Second Edition)

bayesian-neural-network-mnist

Bayesian neural network using Pyro and PyTorch on MNIST dataset

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

binarytree

chloebot

chloe is an end to end neural network chatbot written in PyTorch based on the transformer. Accomplishing goals through conversation is a task we can all relate to, thus chatbots are an ideal agent through which to connect new research to our current understanding of AI and demonstrate how new research brings us closer to human level intelligence or not

coursera-specializations

Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody

customhashmap

Custom Hash Map in Java

generative_models_tutorial_with_demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

icmladvml

keras-gan

Keras implementations of Generative Adversarial Networks.

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

machine_learning_basics

Plain python implementations of basic machine learning algorithms

math-and-ml-notes

Books, papers and links to latest research in ML/AI

ml-playground

mlstarter

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

sajjadriaj.github.io

teamit

Soccer Team Creator With Bandit Algorithm

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.