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alpha_zero_othello

Progress towards a functional Alpha Zero that plays Othello

applied-deep-learning-with-keras

Deep Learning examples with Keras.

autoencoder_explained

This is the code for "Autoencoder Explained" by Siraj Raval on Youtube

autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-quant-machine-learning-trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

bayesmadesimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

btgym

Scalable, event-driven, deep-learning-friendly backtesting library

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

clr

code-samples

Source code examples from the Parallel Forall Blog

courses

fast.ai Courses

dask-tutorial

Dask tutorial

data-processing-and-visualizing-tools

Numpy , Pandas and Matlab for processing/visualizing the data

deep-learning

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep-math-machine-learning.ai

A blog which talks about machine learning, deep learning and the Math. and Machine learning algorithms written from scratch.

deeplearning-challenges

Codes for weekly challenges on Deep Learning by Siraj

deeplearningfortimeseriesforecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

deepspell

a Deep Learning based Speller

deepspell_temp

DeepSpell: Spelling Correction with Deep Learning based on Tall Weiss's DeepSpell code

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

differentiable_neural_computer_live

dnc

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

docker-intro

Presentation: Intro to Docker

docker-stuff

dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

eia_power_plants

R-Shiny tool to explore locations, metadata and download monthly energy production from Utility Scale Power Plants.