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Vlad's Projects

adanet icon adanet

Fast and flexible AutoML with learning guarantees.

adasampling icon adasampling

Package for positive unlabeled and label noise learning

alipy icon alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

auto_viml icon auto_viml

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

automl icon automl

Deep Learning with Metaheuristic

automl-1 icon automl-1

Automated Machine Learning Pipeline for tabular data. Designed for predictive maintenance applications, failure identification, failure prediction, condition monitoring, etc.

bitcoin-trader-rl icon bitcoin-trader-rl

A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

cpt icon cpt

This is the native Python implementation of CPT(compact Prediction Tree)

darwin-api-tutorials icon darwin-api-tutorials

Tutorial videos, posts, and source code in Python & R to assist algorithmic traders and DARWIN investors in getting up and running with the DARWIN API.

darwinexlabs icon darwinexlabs

Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex

diaml icon diaml

Semi-automated machine learning pipelines

differentiable-plasticity icon differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dwx-zeromq-connector icon dwx-zeromq-connector

Wrapper library for algorithmic trading in Python 3, providing DMA/STP access to Darwinex liquidity via a ZeroMQ-enabled MetaTrader Bridge EA.

easyesn icon easyesn

Library for reservoir computing using echo state networks.

echotorch icon echotorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

elm icon elm

Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

enas icon enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

esnpy icon esnpy

Echo State Networks implementation in Numpy/Scipy

fftrees icon fftrees

An R package to create and visualise fast-and-frugal decision trees (FFTs)

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