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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

artificial-intelligence-for-trading

Content for Udacity's AI in Trading NanoDegree.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

aws-cdk-deep-learning-image-vector-embeddings-at-scale-using-aws-batch

AWS Blog post code for running feature-extraction on images using AWS Batch and Cloud Development Kit (CDK).

backtrader

Python Backtesting library for trading strategies

bank-transaction-categorisation

This repository is the code of my dissertation project for MSc Business Analytics, University College London

cloud-developer

content for Udacity's cloud developer nanodegree

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

courses

fast.ai Courses

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

docarray

The data structure for unstructured data

fast-ai

Practical Deep Learning for Coders (fast.ai courses)

fastai

The fastai deep learning library, plus lessons and tutorials

gym-trading

Environment for reinforcement-learning algorithmic trading models

hello-world

First repository

ib-gateway-docker

Interactive Brokers Trading Gateway running in Docker

learning-about-apis

Learning about requests!

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

notes

pandas-datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.

pandas_market_calendars

Exchange calendars to use with pandas for trading applications

platformsh-client-python

Client library for the Platform.sh API in Python

pyiqfeed

Python LIbrary for reading DTN's IQFeed

pystrat

Playing around with simple trading strategies and off-the-shelf machine-learning models from tensorflow.

qstrader

QuantStart.com - Advanced Trading Infrastructure

qtrader

Reinforcement Learning for Portfolio Management