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deeplearningexamples

Deep Learning Examples

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

devops_microservices

Supporting material and projects for a course on Cloud DevOps: Microservices.

dfp

Reinforcement Learning with Goals

dl4nlp

Deep Learning for NLP resources

dlwithtf

TensorFlow for Deep Learning Book

dnn-speech-recognizer

dnn-speech-recognizer-1

Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline.

docker-bench

Checks whether Docker is deployed according to security best practices as defined in the CIS Docker Benchmark

docker-flask-locust

A docker + flask + locust demo project

dockerproj

This is for a docker workflow

dog-application

Deep Convolutional Neural Networks - Transfer Learning

dog-breed-clasifier

Deep Convolutional Neural Networks - Transfer Learning...Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed.

dog-breed-classification---deep-convolutional-neural-networks

dog_app

donor_for_charingml

Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to. Trained and tested several supervised machine learning models on preprocessed census data to predict the likelihood of donations. Selected the best model based on accuracy, a modified F-scoring metric, and algorithm efficiency.

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dynet

DyNet: The Dynamic Neural Network Toolkit

eks-training

Materials for an online EKS class

elmo-tutorial

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

example-p2-deep-learning

Example notebook as an add-on to a Medium post about Deep Learning

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exploringdatawithpython

Methods of data exploration and visualization using Python.

facebook-messenger-bot

Facebook chatbot that I trained to talk like me using Seq2Seq

fast-style-transfer

TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼

fastai

The fastai deep learning library, plus lessons and and tutorials

finding_donors