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hadisaadat's Projects

acoss icon acoss

acoss: Audio Cover Song Suite is a framework for feature extraction and benchmarking for the cover song identification (CSI) task

cnnpred-keras icon cnnpred-keras

CNNpred: CNN-based stock market prediction using a diverse set of variables

crema icon crema

convolutional and recurrent estimators for music analysis

crypto-arbitrage-framework icon crypto-arbitrage-framework

A cryptocurrency arbitrage framework implemented with ccxt and cplex. It can be used to monitor multiple exchanges, find a multi-lateral arbitrage path which maximizes rate of return, calculate the optimal trading amount for each pair in the path given flexible constraints, and execute trades with multi-threading implemenation.

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dlinear icon dlinear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

dreamerv3 icon dreamerv3

Mastering Diverse Domains through World Models

dvae icon dvae

Official implementation of Dynamical VAEs

finrl-meta icon finrl-meta

FinRL­-Meta: A Universe of Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning. 🔥

fire icon fire

FInancial REinforcement learning

gnnkeras icon gnnkeras

keras implementation for Graph Neural Network model

gtlo icon gtlo

generalized oulti-objective deep reinforcement learning algorithm

gym-mtsim icon gym-mtsim

A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

jukebox icon jukebox

Code for the paper "Jukebox: A Generative Model for Music"

jukemir icon jukemir

Perform transfer learning for MIR using Jukebox!

keras-bert icon keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras-ncp icon keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

mt3 icon mt3

MT3: Multi-Task Multitrack Music Transcription

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