Adamage

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.

neural-nets-tutorials

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

python-training

Self-paced Python training tutorials, beginner and advanced

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

unity-reinforcement-learning

Using Unity Machine Learning Agents

Adamage/python-training

Self-paced Python training tutorials, beginner and advanced

Adamage/adamage.github.io

Blog on neural networks projects

Adamage/unity-reinforcement-learning

Using Unity Machine Learning Agents

Adamage/ai-lab

All-in-one AI container with Jupyter

Adamage/awesome-python-datascience

Curated list of data science software in Python

Adamage/crypto-rl

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

Adamage/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.

Adamage/datashader

Turns even the largest data into images, accurately

Adamage/fiction-detector

Marking stories as false/ fake news/ misinformation/ propaganda

Adamage/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.

Adamage/junior-projects

Projects junior dev Has to know how to implement

Adamage/ML-From-Scratch

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

Adamage/mlflow

Open source platform for the machine learning lifecycle

Adamage/osgvo-tensorflow-gpu

OSGVO's TensorFlow image, GPU flavor

Adamage/polyaxon

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

Adamage/Production-Level-Deep-Learning

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

Adamage/project-based-learning

Curated list of project-based tutorials

Adamage/PyFunctional

Python library for creating data pipelines with chain functional programming

Adamage/PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

Adamage/pytudes

Python programs to practice or demonstrate skills.

Adamage/scala-best-practices

A collection of Scala best practices

Adamage/scala-design-patterns

Design patterns implemented in Scala.

Adamage/ScalNet

A Scala wrapper for Deeplearning4j, inspired by Keras. Scala + DL + Spark + GPUs

Adamage/soda-core

Data reliability tools for SQL- and Spark-accessible data

Adamage/spark-timeseries

A library for time series analysis on Apache Spark

Adamage/state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

Adamage/Tensorflow-Project-Templete

A best practice for tensorflow project template architecture.

Adamage/tpu

Reference models and tools for Cloud TPUs.

Adamage/tutorials

Training material for IPU users: tutorials, feature examples, simple applications

Adamage/unity-ml-tests

Testing out and playing around with Unity's ML Agents