A collection of machine learning examples and tutorials.

Tutorial for first time BERT users,

Basic implementation of BERT and Transformer in Pytorch in one short python file (also includes "predict next word" GPT task)

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

TensorFlow code and pre-trained models for BERT

Turkish deasciifier in Python based on Deniz Yüret's turkish-mode for Emacs

Analyze The Simson's dialogues using Word2vec

Deep Learning Specialization by Andrew Ng on Coursera.

Simple tutorials using Google's TensorFlow Framework

Language Model GRU with Python and Theano

500 AI Machine learning Deep learning Computer vision NLP Projects with code

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

NLP tools for Turkish.

Image Reading, writing, histogram, histogram equalization, local histogram equalization, low pass filter, high pass filter, geometrical transformation

Design or various filters (butterworth lowpass, high pass, first order digital lowpass and highpass, first order analog low pass and high pass) and its implementation on sound signals.

This repository consists of Deep Learning projects implemeneted by Shreenidhi Sudhakar.

Resources for "Natural Language Processing" Coursera course.

Implementation of reinforcement learning algorithms with descriptions for beginners.

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

A simple Python script showing how the backpropagation algorithm works.

A collection of things I am interested in

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Notebooks for learning deep learning

AI Agent that learns how to play Snake with Deep Q-Learning

PyMC educational resources

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud