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deep-portfolio-management

Source code for the blog post on the evolution of the asset allocation methods

deep-reinforcement-learning-for-optimal-execution-of-portfolio-transactions-using-ddpg

Performing a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment that simulates stock prices.

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deepspeedexamples

Example models using DeepSpeed

dl_forfinance

This git repository is based on the work of J.Heaton, N.Polson and J.Witte and their articleDeep Learning for Finance: Deep Portfolios. This paper let us explore the use of deeplearning models for problems in financial prediction and classification. Our goal isto show how applying deep learning methods to these problems can produce betteroutcomes than standard methods in finance or in Machine Learning

drl-portfolio-management

CSCI 599 deep learning and its applications final project

dstc-noesis

dstc7-noesis

dstc7-avsd

Code for submission to DSTC7 (AVSD Track) - End-to-End Multimodal Dialog Systems with Hierarchical Multimodal Attention on Video Features (AAAI19)

dtale

Visualizer for pandas data structures

esim-response-selection

ESIM for Multi-turn Response Selection Task

examples

Deep Learning Examples

fate

An Industrial Level Federated Learning Framework

federated

A framework for implementing federated learning

federated-learning

Federated Learning - PyTorch

federated-learning-1

financepy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

financial-data-structures

Depricated repo. Please refer to mlfinlab

financial-machine-learning

A curated list of practical financial machine learning (FinML) tools and applications in Python.

gampost

genos

Instantiate objects and call functions using dictionary configs in Python using Genos.

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

glove

GloVe model for distributed word representation

grade-school-math

graph_nets

Build Graph Nets in Tensorflow

graphvega

Open Source Option Analytics Platform.

hateful-memes

haystack

:mag: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...

hello-world

Just a learning repo

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning