adamage Goto Github PK

adamage.github.io

Blog on neural networks projects

ai-lab

All-in-one AI container with Jupyter

awesome-python-datascience

Curated list of data science software in Python

brainsimulator

crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

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.

datashader

Turns even the largest data into images, accurately

deep_qa

A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

fiction-detector

Marking stories as false/ fake news/ misinformation/ propaganda

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

junior-projects

Projects junior dev Has to know how to implement

magenta

Magenta: Music and Art Generation with Machine Intelligence

ml-from-scratch

Python implementations of Machine Learning models and algorithms from scratch. Aims to cover everything from Data Mining techniques to Deep Learning.

mlflow

Open source platform for the machine learning lifecycle

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

neural-nets-tutorials

NLP, business data, audio neural networks processing. Materials complementary to blog tutorials.

osgvo-tensorflow-gpu

OSGVO's TensorFlow image, GPU flavor

polyaxon

An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications.

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

project-based-learning

Curated list of project-based tutorials

pyfunctional

Python library for creating data pipelines with chain functional programming

pyspark-boilerplate

A boilerplate for writing PySpark Jobs

python-training

Self-paced Python training tutorials, beginner and advanced

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytudes

Python programs to practice or demonstrate skills.

scala-best-practices

A collection of Scala best practices

scala-design-patterns

Design patterns implemented in Scala.

scalania

Learn Scala by examples